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The Last Time I Write Another One of These Cringey Things (I hope...): Part 2892, The Worst Sequel and Wall of Text, ever

Hiya, folks...! It's another wall of text from some random person who could be doing just about anything else except for this... Who's ready for some paragraphs from some stranger?
I know you'd rather be doing anything else, or maybe not haha.. But it does mean a lot if you do take the time to try to attempt to accurately type me... I will DEFINITELY NOT overthink it this time, and take your consideration FULLY to heart, and stop overthinking my MBTI type and live happily ever after! (Hahahahhaha...! ... ...)
...
Ok, let's begin!

I am a freshly 23 year old male that likes to do average Redditor bullcrap. Video games, memes, music, making my finger go up and down endlessly while staring at a glass LED screen with pixels on it while feeling like I've accomplished nothing. Just average stuff, I suppose. I'm not really that interesting tbh...
I work at home and I am just "vibing", as the kids say. I have some long term projects planned, but I'm at least trying to rest up from a really shitty 7 years that I've had back to back to back so... Nothing really insightful to write here haha..
Likely several... I had a very traumatic childhood that I constantly gaslight myself about like saying things like "it wasn't that bad, people have it worse" and much worse..
I disassociate from reality every 2.5 seconds, can't focus, have terrible insomnia, EXTREMELY low energy, mood swings, brain fog, random body pains 24/7, seventeen billion repressed emotions which don't help out anything else that I'm dealing with, memory problems, and I need caffeine to do the bare minimum of just about anything on most days, but some of that could be average American problems.
I've suspected I have some form as Aspergers, and probably A TON of mental illnesses, such as OCD, anxiety, depression, and maybe a personality disorder.
My upbringing is a very mixed bag overall. I would not say I had a typically "tragic" childhood (there goes me gaslighting myself LOL) because people have DEFINITELY had it worse than me. But I can't sit here and pretend everything I went through was "normal". To attempt to sum it up, I basically was a "gifted" kid who got good grades throughout school and maintained my image of being this perfect kid, but meanwhile in the shadows, I was just slowly dying inside and suffering from a lot of imposter syndrome (amongst other things), which I'd definitely would say is warranted because I was NOT cut out for anything in school and it showed. I basically faked my way through school, got burnt out EARLY but got mega burnt out by senior year, and basically started college with no plan but somehow still managed to graduate (barely) and just kinda end up where I am now.
As far as a religious upbringing is concerned, I definitely was heavily influenced by religion, in kind of a negative way (?) Religion and I have a VERY weird relationship. On the one hand, I guess I love my religious friends, the lessons I learned from it, and a lot of what it says, but on the other hand I can not ever be a part of one mostly because of some of the dogmatic thinking and extremely toxic aspects to it that people use to justify hate and violence, and that's not really my type of thing. Also, I used to be really kinda "uppity" or arrogant about my religion, and now I DESPISE seeing the same type of "holier than thou" attitude projected. It kinda irks me on the inside.
Looking back, my response to it all was a major polarity shift from one extreme, to the other, and now where I'm at, I can look back at both sides and take the good from both. What do I mean by that? Welllllll... I mentioned earlier how I can't stand the "holier than thou" type, and for a while, that was DEFINITELY me. I was REALLY into it and took it extremely serious. I wouldn't mind being called "lame" or "whack" for having my faith, but looking back, it really made my quality of life kinda worse because I did have those strong beliefs and those off-putting characteristics that ostracized me from my peers and some potentially great experiences. I grew out of this and then became an EXTREME atheist, and for a while, it felt freeing. I felt better, smarter, edgier, and just superior, but looking back, I was just cynical and a total asshole, and arguably worse than the "holier than thou douche persona" that I had growing up. Luckily, my extreme atheism phase kinda fizzled out after some other trauma that happened around the time I became an atheist, and now, I can respect religion and be open to it, the ideas, and the amazing things that come from it while also maintaining my independent thinking but not to the point of being "hur dur be skeptical and point out everything wrong with religion all the time and be an asshole for no reason to religious people", if that makes any sense.
As far as my relationship to the structure in my life.. It's kind of a mixed bag. I had a pretty suffocated childhood, and I wasn't allowed certain things, but I guess it wasn't really all that bad in the end, or at least as it could've been. Most of this was just protection from a single parent who just didn't want anything to me and wanted me to be the best I could be in life, and I can respect this and look back on some parts of my structured childhood with fondness. But I most certainly got sick of it all by the time I was almost finished with highschool and in a lot of my college career. I basically used to be Mr. Structured. I had everything organized, I was neat, clean, got everything done at the right time, all the good stuff. But my brain just got tired of maintaining that forever, because I was already pretty much bad at life, but I was forced to just continue faking everything until something happened. So, by the end of high school, I lost all of those characteristics and became extremely sloppy. But I really do blame that on being physically tired. Being as organized as I was was TAXING because of how I overdid it. And now, thinking back, a lot of my structuredness was just on the surface level, and it was me trying to live up to everyone's standards and be just on top of everything, all the time, at a VERY unhealthy level, and that's probably what burnt me out too. I was addicted to the image of being this extremely put together person who has their shit together, while not having absolutely any shit to get together because I was withering away inside faster than fresh cotton candy from the fair melts in your mouth when your mouth is dry.
So, basically to sum it all up, I was a really clean cut religious smart "gifted" kid who wasn't really that, at all (AND I still don't know who I am now tbh haha) and I got tired of putting on that image all the time and turned to a dirty neckbeard atheist cynic for a short time, and then balanced out to whatever the fuck I am now because I wear 238234 different masks for each and every occasion, but THAT'S a different story haha.. I look back at both equally cringey and horrible chapters of my life with some scorn for myself and the times, but overall a much more understand a balanced perspective, because I had to go through it all to be me, and I'm just glad I can be here now. I'd say I definitely liked moments from those chapters, but overall, I'm much happier where I'm at now, which is not nearly as anally obsessive at the concept of being structured and not nearly as hyper-faithful to my religion or just a total asshole piece of shit atheist.
Right now, I'm sorta half employed. I do trade a bit on the Forex markets from signals groups and make enough to help out my family, and buy myself things here and there. I'm only really doing this because I went through a really shitty 7 years and I just need time to myself to kind of figure out, A LOT (clearly, as you can see by reading this HORRIBLE reddit post LOL) and rest. I just like the amount of freedom I have, and the money. I really like the idea of me having money saved and ready for any emergency, or family member or friend. I just need money to help out, stay safe, and to have time for myself to rest and take care of my health, or just pursue all the hobbies I missed out on, and I'm totally fine doing this the rest of my life. I don't really need or want that much in life, and I've always kind of been like this. I just want things to be peaceful and simple, so that my mind can be at ease and to just have free time for myself and a solution for any random chaotic emergency that happens because my mind always thinks of the worst that can happen by catastrophizing literally everything ever in the world. So my "career" is just a means to an end, like I'm sure a lot of people's careers are, unless you happen to have a passion or something, which is also amazing.
I do like writing, and I do wanna finish my book. I daydream a lot about it, and sometimes that's much more fun than actually writing it, but I do wanna finish it, but I also want it to be absolutely perfect and plothole free, and much more. I also wanna do YouTube and Twitch, but I feel like I have a lot to do as a person before I can freely be on those sites as a full person/"influencer" (I have so many mixed feelings about having a full time career as an influencer and having my life under that much pressure and scrutiny, BUTTTTT that's a different discussion...), so I might pursue those slowly or just freestyle it for fun. Those were my big dreams as a kid, but growing up, I see that writing a good book is damned hard (worth it, but hard) and being a Youtubesocial media star is a different world entirely, and I don't know how I feel about it. Like, I know I'd never be a Shane Dawson (YIKES) or Cryaotic (EWWWWW) but to even just disappoint one person, or have any sort of fuckup, or.. I don't know where I'm going with this... Basically, everything I suffer from now would only be amplified by having a YouTube career, my people pleasing tendencies, my over obsession with being perfect for others/myself, my workaholic tendencies, my being hard on myself, my fear of fucking anything up, and my imposter syndrome, those would all go BRRRRRR if I got any decent success on YouTube, so... *Phew*
That's my weird relationship with my life, and where I wanna go with it. To be honest, I'd be happy where I'm at right now, because at the end of the day, as long as I'm healthy and my family is happy, I'm ok, but a part of me also wants to live out those big dreams like having my book be a thing and animated, and being a good YouTuber, meme maker, Twitch streamer, all the above at the same time but my insecurities are like "BWAHAHAHAHA", so I'm just like: -_- But I'll figure it out! Hopefully..
Hm... Interesting question. Honestly, I'd never feel lonely on weekends by myself. Even when my friends are doing better things or aren't around, I don't really feel lonely I guess. Most of the time I have weekends alone, I feel pretty refreshed I suppose. It's kinda hard to tell haha.. This feels more like a circumstantial question where a myriad of things that are going on during the hypothetical week or just in my life/mind would determine this answer. Sometimes I just need that weekend to recharge and be alone and in my thoughts, or watching Netflix or being an absolute video game degenerate while dancing alone in my room and eating junk food. And sometimes, I like to be out and about with my friends, or just doing stuff. I probably lean more towards refreshed though, overall in a general sense.
BIG YIKES. I feel like a non human that doesn't belong on this planet or universe 99% of the time. I'm VERY slow, awkward movements, jittery, sometimes it looks like I was born yesterday with my grasp on physical reality, but yet, I do interestingly enough find myself loving to sweat and workout. I don't really have the coordination for any type of real sport, but I do like walks and I would run if I lived in an area where I could have a private or peaceful run where I would not be interrupted or seen by anyone because I look HIDEOUS running. I won't say I could never get into running at a professional or serious level, like with a group, but I'd just say it's more unlikely, for now. It sounds really exciting and interesting to be good at something physical, and I have always admired people who could do really sick stuff in sports, and I've always wanted to do it. But, right now, my uncoordinated ass will stick to just riding my exercise bike occasionally to burn off some restlessness and help me sleep betteperform better because working out makes my brain feel oddly stable lol. (I guess that's why I have such a fascination with physical stuff even though I am absolutely hopeless in most of it in the grand scheme of things)
I don't know if I'd say I'm curious, I guess I just think a lot. Like, I'll see something or watch something and daydream about it all the time, making new ideas out of it in my head or creating something new with it, trying to take it a new level or understand it at a different level, if that makes sense. Like, I'll sort of mentally digest something and that's what gives me inspiration, or ideas. I take in everything as I go and make up new shit with it later on (LOL this sounds like regular human being talk, because everyone does this).
I would say I have a lot of ideas on everything. I daydream about random chapters in my book a lot, like full on scenes. I'll daydream about a new melody for a song I've never heard with lyrics, and I'll try to make lyrics in my head and extend the melody. I'll daydream about my interactions in life, and just how I could have responded differently, or maybe what the other person is thinking, or feeling, or stuff like I wonder if they're okay. I'll daydream about new memes I can make, or me in an interview (OMG MEGA CRINGE ROFL). I pretty much daydream about... Everything. And then I'll daydream about what I'm daydreaming about, and why I'm doing it, and it gets too meta at that point. (this could very well just be maladaptive daydreaming and NOT indicative of any cognitive function ROFL)
Nope, nuh uh. I am too much of a people pleaser and pushover. I'd be dead or betrayed before my first week is over. The thing about me is that generally, I feel like I'd be a terrible leader because I can overthink a lot, all the time, and I'd be slow to action and prone to analysis paralysis and extreme people pleasing tendencies. I can also be conflict avoidant, and just want people to be happy, so I'd let a lot of stuff slide that I maybe should not. Now, don't get me wrong, I can be firm and tough when needed, but eventually that'd be too much for me to bear, and I couldn't be in a position like that for long. I genuinely hope I never become a leader, because even when I'm looking back to five minutes ago, I can say that "ew, that's cringe bro", so I clearly have a lot of work to do before I have something that serious on my plate.
HAHAHHAHAHHAHAHAHA. Funny question. But.. Yeahhhhhhh... No. I am NOT coordinated. I can barely walk in my kitchen without the fear of me accidentally turning wrong or moving incorrectly and just breaking something or knocking over everything in the kitchen. SOMETIMES I'm in James Bond mode, and it feels like I can do anything physical, and I feel aware of everything, my body, my surroundings, and I can actually move like a human being, but that usually doesn't last long. I can do just the bare minimum that an average human can do, but MUCH MUCH worse and at a greater cost of my energy, and my mental energy trying not to fuck anything up because I have literally just been sitting at times and barely move and knock over EVERYTHING somehow, because that's just how much my body was not meant to be on planet earth and I maybe should have been incarnated as a slug, idk.
I'd describe myself as artistic, even if I haven't drawn in years LOL. But let me explain... I do still have a love for it, I just haven't really been able to practice. In general, my art is just aiming for whatever is in my brain, and I don't have a solid style. I'm just going for whatever I'm going for in the moment. I prefer a mix of realism with some "quirks", if that makes sense. While I haven't drawn in a while, this is how I'd imagine I'd want my art to look nowadays. Pretty realistic with perfect everything, perfect features, perfect environment or whatever I'm illustrating or going for (perfect features on a person, all the hair strands drawn individually, etc), with a mix of my own little "spice", if that makes sense. Back in the day, my art was just trying to copy classic anime, and while I have no problem with that style, I just wanna kinda make my own style, even if that is hard to verbalize lmao.
Alright guys.. I would write more, but I'm sleepy and some of this is getting dumb/boring (as if it wasn't already LOL). I'm glad you made it this far, and thank you for reading and putting up with this actual garbage fire of a post. Please take care of yourselves during these crazy weird times, and I hope you are doing well. I look forward to reading you guys responses (if I get any LOL).
Stay amazing, and stay healthy :3
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submitted by j259awesome to u/j259awesome [link] [comments]

1broker copy guide - avoiding extreme losses

First off, let me state that I am not even close to a professional when it comes to trading. I got in a few months ago for passive income from copying 3.14fx and have come a long way since then, quadrupling my initial investment and losing half of it. I've watched traders such as cfdtrader, Lumyo, Robot, and crypto_chris lose several hundred percent after a fail from opening multiple positions. I got into 1broker to make money without monitoring it, but instead I learned a lot about trading and risk management, even profiting off several of my own trades. It's a valuable experience in itself even if you're not profiting and I wouldn't give it up for anything. If these losses are enough to make you quit, so be it. Investing comes with risks that some people can't handle. It's not free money.
https://www.dailyfx.com/calendar is the economic calendar that I use while trading. High importance events can easily trigger a 80% loss or gain depending on the direction you choose. It's highly risky to trade when someone of great importance such as Draghi or Yellen are speaking.
Even if you follow a general MAX 5% rule, you will still lose up to 16% of your account if somebody opens 4 of the same positions and they stop at 80%. Making back money is also tougher than losing it, as once you lose 16% of your account, 5% of your account is a lot less than before. Therefore, you have less capital per trade.
Also, be careful when changing your copy amount. I often see copiers saying things like "Great work, I'm upping my copy amount" and "Increased copy amount from x to x". In my opinion, increasing a copy amount should only be done when your initial amount is already low. Losses on a higher copy amount may wipe out the gains on a smaller copy amount. (-50% loss with 0.1 btc = +100% gains with 0.05 btc) Always stick to a 5% max rule unless you're feeling risky.
Then, there comes the gambling/greed phase that many new copiers often do. (Guilty of this myself). After extreme success, a copier may feel the need to upgrade their copy reward to maximize profit. Or after extreme failure, a copier may feel they need to upgrade their copy reward to make up for losses. All of these are mistakes.
1broker is not filled with market professionals. Most of us here are either self taught or complete novices. Professionals would not be sharing their trades for about $70-80 for each trade (at best). They won't be asking for copiers on other traders' profiles. They won't be using a Pikachu as their profile picture. They won't be using a broker that isn't heavily regulated and insured. They would be using their own capital to make millions off of trades.
Remember, any newbie can easily accumulate winning trades by gambling with high leverage. As long as they have around $1300 as of now, they can easily create a profile that suggests that they are a professional, when in reality they are entering at random points and exiting when a position turns into profit, rather than using technical analysis and watching economic calendars.
And even the best of traders will have their ups and downs. I've stuck with 3.14FX even when he reached -100% this month because he's had a great history on this site. I feel that he can make the money that he loses back. And even though he has doubled up on a position yesterday (not sure why, probably was extremely confident), it was a success.
Can you really trust anyone? No way! Unlike regular trading, 1broker is more unregulated. Signing up requires no personal information so any user with malicious intent can build up a steady reputation and perform an exit scam (or have a massive failure) without any reparations. Robot has no link to any social media or anything in his profile. For all we know, he could own another account that has -100%, and he is depending on luck while opening multiple positions to accumulate followers. (I just used Robot as an example, my intent is not to accuse him of multiple accounts)
Then there are potential exit scams (from a trader, not 1broker itself) that will drain a decent portion of your account. There's a reason why you have a choice to choose how many trades maximum you can copy per day. This hasn't happened yet, but it will definitely happen in the foreseeable future. Somebody will set up an order for 50 shorts and 50 longs and set the take profit and stop loss the opposite of each other. Then after closing, they'll withdraw their bitcoin never to be heard of again.
When you put your trust in a trader, you should trust them to carefully monitor a trade. Unfortunately, there's currently no way to tell if your copied trader is online or not, so you'll never know if they're in a coma and won't be back for another 6 months. My suggestion is to either take profit when you think that the conditions are correct or just trust the trader. Nobody can see the future. If you think that you'll rather close the trade before the weekend, it's your choice. If you think upcoming news will destroy the trade, feel free to close early. However, be prepared for regret if it goes up, or a great feeling that you dodged a bullet if it goes down. It's all a part of trading.
1broker's copy system is seriously flawed at the moment. Of course, there's no easy way to fix it. Why would a great trader want to share one of their trades if they're not getting much out of it? This encourages opening multiple positions to maximize copy rewards, which can result in massive losses. Robot is one of the traders exploiting this.
So how can you prevent massive losses? There's really no way. You're putting your trust in random people without an identity, who can easily be a scammer. When it comes to people like Robot, I put 1-2% of my funds because I know that he opens multiple positions. This is why I'm always sticking with 3.14FX, he established himself a long time ago and he knows what he is doing. Somebody who has been on the platform for over 3 years with several losses is preferable to an anonymous newcomer who just registered but appears to be good at trading.
Also, the percentage on 1broker is misleading. You may think "Wow, I'm going to get an 500% of my initial investment if I copy Lumyo!" In reality, you should only be using 5% max of your capital per trade. If you copied him from the beginning (I started copying at around 90%), you should have only gained 25% rather than 500%. But still, 25% of your initial investment is huge.

My opinion on several traders

vits2015: If you watched vits2015 from the beginning, you would know that their style of trading is... off. 15 positions on UK100, all short, some of them at -30% when I first saw him as a successful trader. What does that tell me about him? He can open up to 6 positions on the same trade at once, and is willing to hold them as long as possible to get a profit. (Average holding time 8 days)
gtfann: Even with recent losses, he still appears to be a decent trader. It seems that he upped his usual leverage due to the crowds of traders flocking to copy him though. Multiple positions with a lower leverage isn't really something that I like either, but I'm sticking with him for now until there's a drastic change.
vaiono: He lets his losses play out and even though he has a decent track record,it's still risky to play with. Silver is extremely volatile and due to leverage, a small move in any direction can either be a huge loss or huge gain.
Snortex: Pretty much a meme on 1broker. He acknowledges his trading style and warns his copiers. I like him as a person due to his warnings, but still wouldn't recommend copying him unless you can afford to lose a lot. Edit: After examination of his trades, I feel like he's not only gambling like his description suggests. His entries are planned out carefully (Although that has hurt him when there was a flash crash). You'll take several 80% losses but you may take several 400% gains. He seems to have a habit of chasing a trade, which can lead to multiple 80% losses. However, once the trend reverses, his profits go through the roof. When you're copying, copy for the long term! Of course, feel free to uncopy if you feel that the bottom is still far away.
noIDea: He has had bad stretches in the past, but still makes his way back. I think he's a good trader and even though he opens multiple positions, he's one of the best at setting stop losses so the risk is not as high as others who open multiple trades.
Gold_Gangsta: Name change from Crypto Chris for some reason? Be wary of multiple positions as the USDJPY fiasco shows. Seems to be doing fairly well with gold as of now.
1monk2: Multiple positions fairly often, even says that he's drunk in the description. This is gambling.
knightlife999: The description definitely shows promise. There is no proof to those claims on the site, but I feel it's safe to allocate some of your funds toward copying him with his track record.
HedgeCryFx Risk 5: Decent trader, pays attention to economic calendar as well. The only problem is that he lets losses play out to 80%
boogi: I would be wary about the higher losses, but then again, there's a good track record.
sergiomc: Seems to be decent at trading stocks. With an average holding time of 14 days and leverage of 10, you should be expecting to lose about ~3.92% of your gains to financing, which is not actually that much.
Cool Hand Luke: Low leverage trading. If you were to copy him, I would recommend only using 1% or 2% of your account max per trade if you plan on copying others as well. He's a great trader for slow steady gains, but if you're looking to get rich fast or go broke trying, this is not the guy for you.
eylemc: Quick trades with minimal profit and no losses so far. As of now, it may be too early to judge, but I think that he's somebody that might be worth copying. Edit: Seems to let losses play out to 80%. Be wary.
3.14fx: Back in the game, doing well with stocks and USDJPY recently. High leverage, but usually stops losses within a reasonable range.
SunnyNet: Small gains, huge losses. Be wary as your first copied trade could easily be a -80%.
SatoshiReport: Trading using a neural network, after looking deep into the trade history, I'm not so sure about it. Correct me if I am wrong, but the bot doesn't take into account important news and events. Edit: This bot has too many flaws to continue copying in my opinion. Even with the previous gains, it opens the same position as soon as one closes, negating the 33% stop loss AND forcing a loss due to the spread. The only thing that keeps it out of the negative is the rare 80% gains that you might find once in a while.
CryptoMessiah: The image being shown on his twitter has weird numbers on it (USDJPY at 100-103 in the matter of minutes), I think it's a simulator so it isn't actually "proved". Also, asking people to copy for "free money" is misleading as anything can go wrong in the forex market, there is no guaranteed money. I copied with a minimum 0.001 btc and will update this post if the bot proves to be successful. Edit: Tons of losses trying to get the right direction and then huge wins. I would say it's ok, but you're better off with a human capitalizing on gains. The only advantage to this bot is 24/7 hour trading.
kosanet: His description says it all. Be careful while copying, but don't be discouraged to place an amount you can afford to lose. He seems to have a great history of monitoring losses (positions never get below 20%) but it's still a new profile who clearly states that he's not a pro. May open multiple trades and trading with USDJPY a lot. His scalping strategy means that overnight fees won't be an issue. Edit: Now he's starting to be a little more risky with his trades as more copiers arrive. Be careful, he never reached liquidation at 80% yet but he could at any moment.
google: A bit late to the party, but what can I say? I honestly can't believe he accumulated 190 copiers but he seems to have faded out quickly. Golgo13 is having a fun time on all of his trades
KillerWhale: Extremely high risk with all of those multiple positions. Like google and robot, don't be fooled by performance recently and look through their whole account. People who saw the 220% recently may have missed when he was in -475% a few days ago.
SoontobeWW3: Great trader in my opinion. However, I think emotion plays a role in his trading as every huge loss is often followed by more.
APPoh: Seems to know what he's doing. However, there is a very short trading history and we're never sure. Positions can reach 50% without closing, so it's very possible that he might let losses play out to 80%.
dingo: Not much to say. Good with 1 position at a time, and even with the 80% loss last month, still ended in profit. Be careful as he might sometimes not stop a position and instead wait for it to recover and a 80% loss is huge compared to his gains.
Edit August 12: Will stop adding new traders now. Before copying someone, remember:
  1. Check their trading history, ALL OF IT. You're entrusting them with your money, you should be 100% sure.
  2. Wait until they've established themselves. Sure, you can be frustrated about potentially losing 200% profit, but it sure beats 700% losses.
I already expressed my views on Robot and 3.14FX above. Lumyo is currently inactive.
Last tip: Don't uncopy people if you feel like they can make it back. If you choose to copy someone, you're in it for the long run. Now this may contradict some of my earlier statements, but if you have somebody that you believe in, don't uncopy them after a loss. Eventually, they will make their way back up and after you see their success again, you'll be tempted to copy again. Of course, if you are copying somebody who you have no faith in, feel free to drop them. Cutting your losses short is important to learn in trading.
submitted by FCatarina to 1Broker [link] [comments]

Subreddit Stats: cs7646_fall2017 top posts from 2017-08-23 to 2017-12-10 22:43 PDT

Period: 108.98 days
Submissions Comments
Total 999 10425
Rate (per day) 9.17 95.73
Unique Redditors 361 695
Combined Score 4162 17424

Top Submitters' Top Submissions

  1. 296 points, 24 submissions: tuckerbalch
    1. Project 2 Megathread (optimize_something) (33 points, 475 comments)
    2. project 3 megathread (assess_learners) (27 points, 1130 comments)
    3. For online students: Participation check #2 (23 points, 47 comments)
    4. ML / Data Scientist internship and full time job opportunities (20 points, 36 comments)
    5. Advance information on Project 3 (19 points, 22 comments)
    6. participation check #3 (19 points, 29 comments)
    7. manual_strategy project megathread (17 points, 825 comments)
    8. project 4 megathread (defeat_learners) (15 points, 209 comments)
    9. project 5 megathread (marketsim) (15 points, 484 comments)
    10. QLearning Robot project megathread (12 points, 691 comments)
  2. 278 points, 17 submissions: davebyrd
    1. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes (37 points, 10 comments)
    2. Project 1 Megathread (assess_portfolio) (34 points, 466 comments)
    3. marketsim grades are up (25 points, 28 comments)
    4. Midterm stats (24 points, 32 comments)
    5. Welcome to CS 7646 MLT! (23 points, 132 comments)
    6. How to interact with TAs, discuss grades, performance, request exceptions... (18 points, 31 comments)
    7. assess_portfolio grades have been released (18 points, 34 comments)
    8. Midterm grades posted to T-Square (15 points, 30 comments)
    9. Removed posts (15 points, 2 comments)
    10. assess_portfolio IMPORTANT README: about sample frequency (13 points, 26 comments)
  3. 118 points, 17 submissions: yokh_cs7646
    1. Exam 2 Information (39 points, 40 comments)
    2. Reformat Assignment Pages? (14 points, 2 comments)
    3. What did the real-life Michael Burry have to say? (13 points, 2 comments)
    4. PSA: Read the Rubric carefully and ahead-of-time (8 points, 15 comments)
    5. How do I know that I'm correct and not just lucky? (7 points, 31 comments)
    6. ML Papers and News (7 points, 5 comments)
    7. What are "question pools"? (6 points, 4 comments)
    8. Explanation of "Regression" (5 points, 5 comments)
    9. GT Github taking FOREVER to push to..? (4 points, 14 comments)
    10. Dead links on the course wiki (3 points, 2 comments)
  4. 67 points, 13 submissions: harshsikka123
    1. To all those struggling, some words of courage! (20 points, 18 comments)
    2. Just got locked out of my apartment, am submitting from a stairwell (19 points, 12 comments)
    3. Thoroughly enjoying the lectures, some of the best I've seen! (13 points, 13 comments)
    4. Just for reference, how long did Assignment 1 take you all to implement? (3 points, 31 comments)
    5. Grade_Learners Taking about 7 seconds on Buffet vs 5 on Local, is this acceptable if all tests are passing? (2 points, 2 comments)
    6. Is anyone running into the Runtime Error, Invalid DISPLAY variable when trying to save the figures as pdfs to the Buffet servers? (2 points, 9 comments)
    7. Still not seeing an ML4T onboarding test on ProctorTrack (2 points, 10 comments)
    8. Any news on when Optimize_Something grades will be released? (1 point, 1 comment)
    9. Baglearner RMSE and leaf size? (1 point, 2 comments)
    10. My results are oh so slightly off, any thoughts? (1 point, 11 comments)
  5. 63 points, 10 submissions: htrajan
    1. Sample test case: missing data (22 points, 36 comments)
    2. Optimize_something test cases (13 points, 22 comments)
    3. Met Burt Malkiel today (6 points, 1 comment)
    4. Heads up: Dataframe.std != np.std (5 points, 5 comments)
    5. optimize_something: graph (5 points, 29 comments)
    6. Schedule still reflecting shortened summer timeframe? (4 points, 3 comments)
    7. Quick clarification about InsaneLearner (3 points, 8 comments)
    8. Test cases using rfr? (3 points, 5 comments)
    9. Input format of rfr (2 points, 1 comment)
    10. [Shameless recruiting post] Wealthfront is hiring! (0 points, 9 comments)
  6. 62 points, 7 submissions: swamijay
    1. defeat_learner test case (34 points, 38 comments)
    2. Project 3 test cases (15 points, 27 comments)
    3. Defeat_Learner - related questions (6 points, 9 comments)
    4. Options risk/reward (2 points, 0 comments)
    5. manual strategy - you must remain in the position for 21 trading days. (2 points, 9 comments)
    6. standardizing values (2 points, 0 comments)
    7. technical indicators - period for moving averages, or anything that looks past n days (1 point, 3 comments)
  7. 61 points, 9 submissions: gatech-raleighite
    1. Protip: Better reddit search (22 points, 9 comments)
    2. Helpful numpy array cheat sheet (16 points, 10 comments)
    3. In your experience Professor, Mr. Byrd, which strategy is "best" for trading ? (12 points, 10 comments)
    4. Industrial strength or mature versions of the assignments ? (4 points, 2 comments)
    5. What is the correct (faster) way of doing this bit of pandas code (updating multiple slice values) (2 points, 10 comments)
    6. What is the correct (pythonesque?) way to select 60% of rows ? (2 points, 11 comments)
    7. How to get adjusted close price for funds not publicly traded (TSP) ? (1 point, 2 comments)
    8. Is there a way to only test one or 2 of the learners using grade_learners.py ? (1 point, 10 comments)
    9. OMS CS Digital Career Seminar Series - Scott Leitstein recording available online? (1 point, 4 comments)
  8. 60 points, 2 submissions: reyallan
    1. [Project Questions] Unit Tests for assess_portfolio assignment (58 points, 52 comments)
    2. Financial data, technical indicators and live trading (2 points, 8 comments)
  9. 59 points, 12 submissions: dyllll
    1. Please upvote helpful posts and other advice. (26 points, 1 comment)
    2. Books to further study in trading with machine learning? (14 points, 9 comments)
    3. Is Q-Learning the best reinforcement learning method for stock trading? (4 points, 4 comments)
    4. Any way to download the lessons? (3 points, 4 comments)
    5. Can a TA please contact me? (2 points, 7 comments)
    6. Is the vectorization code from the youtube video available to us? (2 points, 2 comments)
    7. Position of webcam (2 points, 15 comments)
    8. Question about assignment one (2 points, 5 comments)
    9. Are udacity quizzes recorded? (1 point, 2 comments)
    10. Does normalization of indicators matter in a Q-Learner? (1 point, 7 comments)
  10. 56 points, 2 submissions: jan-laszlo
    1. Proper git workflow (43 points, 19 comments)
    2. Adding you SSH key for password-less access to remote hosts (13 points, 7 comments)
  11. 53 points, 1 submission: agifft3_omscs
    1. [Project Questions] Unit Tests for optimize_something assignment (53 points, 94 comments)
  12. 50 points, 16 submissions: BNielson
    1. Regression Trees (7 points, 9 comments)
    2. Two Interpretations of RFR are leading to two different possible Sharpe Ratios -- Need Instructor clarification ASAP (5 points, 3 comments)
    3. PYTHONPATH=../:. python grade_analysis.py (4 points, 7 comments)
    4. Running on Windows and PyCharm (4 points, 4 comments)
    5. Studying for the midterm: python questions (4 points, 0 comments)
    6. Assess Learners Grader (3 points, 2 comments)
    7. Manual Strategy Grade (3 points, 2 comments)
    8. Rewards in Q Learning (3 points, 3 comments)
    9. SSH/Putty on Windows (3 points, 4 comments)
    10. Slight contradiction on ProctorTrack Exam (3 points, 4 comments)
  13. 49 points, 7 submissions: j0shj0nes
    1. QLearning Robot - Finalized and Released Soon? (18 points, 4 comments)
    2. Flash Boys, HFT, frontrunning... (10 points, 3 comments)
    3. Deprecations / errata (7 points, 5 comments)
    4. Udacity lectures via GT account, versus personal account (6 points, 2 comments)
    5. Python: console-driven development (5 points, 5 comments)
    6. Buffet pandas / numpy versions (2 points, 2 comments)
    7. Quant research on earnings calls (1 point, 0 comments)
  14. 45 points, 11 submissions: Zapurza
    1. Suggestion for Strategy learner mega thread. (14 points, 1 comment)
    2. Which lectures to watch for upcoming project q learning robot? (7 points, 5 comments)
    3. In schedule file, there is no link against 'voting ensemble strategy'? Scheduled for Nov 13-20 week (6 points, 3 comments)
    4. How to add questions to the question bank? I can see there is 2% credit for that. (4 points, 5 comments)
    5. Scratch paper use (3 points, 6 comments)
    6. The big short movie link on you tube says the video is not available in your country. (3 points, 9 comments)
    7. Distance between training data date and future forecast date (2 points, 2 comments)
    8. News affecting stock market and machine learning algorithms (2 points, 4 comments)
    9. pandas import in pydev (2 points, 0 comments)
    10. Assess learner server error (1 point, 2 comments)
  15. 43 points, 23 submissions: chvbs2000
    1. Is the Strategy Learner finalized? (10 points, 3 comments)
    2. Test extra 15 test cases for marketsim (3 points, 12 comments)
    3. Confusion between the term computing "back-in time" and "going forward" (2 points, 1 comment)
    4. How to define "each transaction"? (2 points, 4 comments)
    5. How to filling the assignment into Jupyter Notebook? (2 points, 4 comments)
    6. IOError: File ../data/SPY.csv does not exist (2 points, 4 comments)
    7. Issue in Access to machines at Georgia Tech via MacOS terminal (2 points, 5 comments)
    8. Reading data from Jupyter Notebook (2 points, 3 comments)
    9. benchmark vs manual strategy vs best possible strategy (2 points, 2 comments)
    10. global name 'pd' is not defined (2 points, 4 comments)
  16. 43 points, 15 submissions: shuang379
    1. How to test my code on buffet machine? (10 points, 15 comments)
    2. Can we get the ppt for "Decision Trees"? (8 points, 2 comments)
    3. python question pool question (5 points, 6 comments)
    4. set up problems (3 points, 4 comments)
    5. Do I need another camera for scanning? (2 points, 9 comments)
    6. Is chapter 9 covered by the midterm? (2 points, 2 comments)
    7. Why grade_analysis.py could run even if I rm analysis.py? (2 points, 5 comments)
    8. python question pool No.48 (2 points, 6 comments)
    9. where could we find old versions of the rest projects? (2 points, 2 comments)
    10. where to put ml4t-libraries to install those libraries? (2 points, 1 comment)
  17. 42 points, 14 submissions: larrva
    1. is there a mistake in How-to-learn-a-decision-tree.pdf (7 points, 7 comments)
    2. maximum recursion depth problem (6 points, 10 comments)
    3. [Urgent]Unable to use proctortrack in China (4 points, 21 comments)
    4. manual_strategynumber of indicators to use (3 points, 10 comments)
    5. Assignment 2: Got 63 points. (3 points, 3 comments)
    6. Software installation workshop (3 points, 7 comments)
    7. question regarding functools32 version (3 points, 3 comments)
    8. workshop on Aug 31 (3 points, 8 comments)
    9. Mount remote server to local machine (2 points, 2 comments)
    10. any suggestion on objective function (2 points, 3 comments)
  18. 41 points, 8 submissions: Ran__Ran
    1. Any resource will be available for final exam? (19 points, 6 comments)
    2. Need clarification on size of X, Y in defeat_learners (7 points, 10 comments)
    3. Get the same date format as in example chart (4 points, 3 comments)
    4. Cannot log in GitHub Desktop using GT account? (3 points, 3 comments)
    5. Do we have notes or ppt for Time Series Data? (3 points, 5 comments)
    6. Can we know the commission & market impact for short example? (2 points, 7 comments)
    7. Course schedule export issue (2 points, 15 comments)
    8. Buying/seeking beta v.s. buying/seeking alpha (1 point, 6 comments)
  19. 38 points, 4 submissions: ProudRamblinWreck
    1. Exam 2 Study topics (21 points, 5 comments)
    2. Reddit participation as part of grade? (13 points, 32 comments)
    3. Will birds chirping in the background flag me on Proctortrack? (3 points, 5 comments)
    4. Midterm Study Guide question pools (1 point, 2 comments)
  20. 37 points, 6 submissions: gatechben
    1. Submission page for strategy learner? (14 points, 10 comments)
    2. PSA: The grading script for strategy_learner changed on the 26th (10 points, 9 comments)
    3. Where is util.py supposed to be located? (8 points, 8 comments)
    4. PSA:. The default dates in the assignment 1 template are not the same as the examples on the assignment page. (2 points, 1 comment)
    5. Schedule: Discussion of upcoming trading projects? (2 points, 3 comments)
    6. [defeat_learners] More than one column for X? (1 point, 1 comment)
  21. 37 points, 3 submissions: jgeiger
    1. Please send/announce when changes are made to the project code (23 points, 7 comments)
    2. The Big Short on Netflix for OMSCS students (week of 10/16) (11 points, 6 comments)
    3. Typo(?) for Assess_portfolio wiki page (3 points, 2 comments)
  22. 35 points, 10 submissions: ltian35
    1. selecting row using .ix (8 points, 9 comments)
    2. Will the following 2 topics be included in the final exam(online student)? (7 points, 4 comments)
    3. udacity quiz (7 points, 4 comments)
    4. pdf of lecture (3 points, 4 comments)
    5. print friendly version of the course schedule (3 points, 9 comments)
    6. about learner regression vs classificaiton (2 points, 2 comments)
    7. is there a simple way to verify the correctness of our decision tree (2 points, 4 comments)
    8. about Building an ML-based forex strategy (1 point, 2 comments)
    9. about technical analysis (1 point, 6 comments)
    10. final exam online time period (1 point, 2 comments)
  23. 33 points, 2 submissions: bhrolenok
    1. Assess learners template and grading script is now available in the public repository (24 points, 0 comments)
    2. Tutorial for software setup on Windows (9 points, 35 comments)
  24. 31 points, 4 submissions: johannes_92
    1. Deadline extension? (26 points, 40 comments)
    2. Pandas date indexing issues (2 points, 5 comments)
    3. Why do we subtract 1 from SMA calculation? (2 points, 3 comments)
    4. Unexpected number of calls to query, sum=20 (should be 20), max=20 (should be 1), min=20 (should be 1) -bash: syntax error near unexpected token `(' (1 point, 3 comments)
  25. 30 points, 5 submissions: log_base_pi
    1. The Massive Hedge Fund Betting on AI [Article] (9 points, 1 comment)
    2. Useful Python tips and tricks (8 points, 10 comments)
    3. Video of overview of remaining projects with Tucker Balch (7 points, 1 comment)
    4. Will any material from the lecture by Goldman Sachs be covered on the exam? (5 points, 1 comment)
    5. What will the 2nd half of the course be like? (1 point, 8 comments)
  26. 30 points, 4 submissions: acschwabe
    1. Assignment and Exam Calendar (ICS File) (17 points, 6 comments)
    2. Please OMG give us any options for extra credit (8 points, 12 comments)
    3. Strategy learner question (3 points, 1 comment)
    4. Proctortrack: Do we need to schedule our test time? (2 points, 10 comments)
  27. 29 points, 9 submissions: _ant0n_
    1. Next assignment? (9 points, 6 comments)
    2. Proctortrack Onboarding test? (6 points, 11 comments)
    3. Manual strategy: Allowable positions (3 points, 7 comments)
    4. Anyone watched Black Scholes documentary? (2 points, 16 comments)
    5. Buffet machines hardware (2 points, 6 comments)
    6. Defeat learners: clarification (2 points, 4 comments)
    7. Is 'optimize_something' on the way to class GitHub repo? (2 points, 6 comments)
    8. assess_portfolio(... gen_plot=True) (2 points, 8 comments)
    9. remote job != remote + international? (1 point, 15 comments)
  28. 26 points, 10 submissions: umersaalis
    1. comments.txt (7 points, 6 comments)
    2. Assignment 2: report.pdf (6 points, 30 comments)
    3. Assignment 2: report.pdf sharing & plagiarism (3 points, 12 comments)
    4. Max Recursion Limit (3 points, 10 comments)
    5. Parametric vs Non-Parametric Model (3 points, 13 comments)
    6. Bag Learner Training (1 point, 2 comments)
    7. Decision Tree Issue: (1 point, 2 comments)
    8. Error in Running DTLearner and RTLearner (1 point, 12 comments)
    9. My Results for the four learners. Please check if you guys are getting values somewhat near to these. Exact match may not be there due to randomization. (1 point, 4 comments)
    10. Can we add the assignments and solutions to our public github profile? (0 points, 7 comments)
  29. 26 points, 6 submissions: abiele
    1. Recommended Reading? (13 points, 1 comment)
    2. Number of Indicators Used by Actual Trading Systems (7 points, 6 comments)
    3. Software Install Instructions From TA's Video Not Working (2 points, 2 comments)
    4. Suggest that TA/Instructor Contact Info Should be Added to the Syllabus (2 points, 2 comments)
    5. ML4T Software Setup (1 point, 3 comments)
    6. Where can I find the grading folder? (1 point, 4 comments)
  30. 26 points, 6 submissions: tomatonight
    1. Do we have all the information needed to finish the last project Strategy learner? (15 points, 3 comments)
    2. Does anyone interested in cryptocurrency trading/investing/others? (3 points, 6 comments)
    3. length of portfolio daily return (3 points, 2 comments)
    4. Did Michael Burry, Jamie&Charlie enter the short position too early? (2 points, 4 comments)
    5. where to check participation score (2 points, 1 comment)
    6. Where to collect the midterm exam? (forgot to take it last week) (1 point, 3 comments)
  31. 26 points, 3 submissions: hilo260
    1. Is there a template for optimize_something on GitHub? (14 points, 3 comments)
    2. Marketism project? (8 points, 6 comments)
    3. "Do not change the API" (4 points, 7 comments)
  32. 26 points, 3 submissions: niufen
    1. Windows Server Setup Guide (23 points, 16 comments)
    2. Strategy Learner Adding UserID as Comment (2 points, 2 comments)
    3. Connect to server via Python Error (1 point, 6 comments)
  33. 26 points, 3 submissions: whoyoung99
    1. How much time you spend on Assess Learner? (13 points, 47 comments)
    2. Git clone repository without fork (8 points, 2 comments)
    3. Just for fun (5 points, 1 comment)
  34. 25 points, 8 submissions: SharjeelHanif
    1. When can we discuss defeat learners methods? (10 points, 1 comment)
    2. Are the buffet servers really down? (3 points, 2 comments)
    3. Are the midterm results in proctortrack gone? (3 points, 3 comments)
    4. Will these finance topics be covered on the final? (3 points, 9 comments)
    5. Anyone get set up with Proctortrack? (2 points, 10 comments)
    6. Incentives Quiz Discussion (2-01, Lesson 11.8) (2 points, 3 comments)
    7. Anyone from Houston, TX (1 point, 1 comment)
    8. How can I trace my error back to a line of code? (assess learners) (1 point, 3 comments)
  35. 25 points, 5 submissions: jlamberts3
    1. Conda vs VirtualEnv (7 points, 8 comments)
    2. Cool Portfolio Backtesting Tool (6 points, 6 comments)
    3. Warren Buffett wins $1M bet made a decade ago that the S&P 500 stock index would outperform hedge funds (6 points, 12 comments)
    4. Windows Ubuntu Subsystem Putty Alternative (4 points, 0 comments)
    5. Algorithmic Trading Of Digital Assets (2 points, 0 comments)
  36. 25 points, 4 submissions: suman_paul
    1. Grade statistics (9 points, 3 comments)
    2. Machine Learning book by Mitchell (6 points, 11 comments)
    3. Thank You (6 points, 6 comments)
    4. Assignment1 ready to be cloned? (4 points, 4 comments)
  37. 25 points, 3 submissions: Spareo
    1. Submit Assignments Function (OS X/Linux) (15 points, 6 comments)
    2. Quantsoftware Site down? (8 points, 38 comments)
    3. ML4T_2017Spring folder on Buffet server?? (2 points, 5 comments)
  38. 24 points, 14 submissions: nelsongcg
    1. Is it realistic for us to try to build our own trading bot and profit? (6 points, 21 comments)
    2. Is the risk free rate zero for any country? (3 points, 7 comments)
    3. Models and black swans - discussion (3 points, 0 comments)
    4. Normal distribution assumption for options pricing (2 points, 3 comments)
    5. Technical analysis for cryptocurrency market? (2 points, 4 comments)
    6. A counter argument to models by Nassim Taleb (1 point, 0 comments)
    7. Are we demandas to use the sample for part 1? (1 point, 1 comment)
    8. Benchmark for "trusting" your trading algorithm (1 point, 5 comments)
    9. Don't these two statements on the project description contradict each other? (1 point, 2 comments)
    10. Forgot my TA (1 point, 6 comments)
  39. 24 points, 11 submissions: nurobezede
    1. Best way to obtain survivor bias free stock data (8 points, 1 comment)
    2. Please confirm Midterm is from October 13-16 online with proctortrack. (5 points, 2 comments)
    3. Are these DTlearner Corr values good? (2 points, 6 comments)
    4. Testing gen_data.py (2 points, 3 comments)
    5. BagLearner of Baglearners says 'Object is not callable' (1 point, 8 comments)
    6. DTlearner training RMSE none zero but almost there (1 point, 2 comments)
    7. How to submit analysis using git and confirm it? (1 point, 2 comments)
    8. Passing kwargs to learners in a BagLearner (1 point, 5 comments)
    9. Sampling for bagging tree (1 point, 8 comments)
    10. code failing the 18th test with grade_learners.py (1 point, 6 comments)
  40. 24 points, 4 submissions: AeroZach
    1. questions about how to build a machine learning system that's going to work well in a real market (12 points, 6 comments)
    2. Survivor Bias Free Data (7 points, 5 comments)
    3. Genetic Algorithms for Feature selection (3 points, 5 comments)
    4. How far back can you train? (2 points, 2 comments)
  41. 23 points, 9 submissions: vsrinath6
    1. Participation check #3 - Haven't seen it yet (5 points, 5 comments)
    2. What are the tasks for this week? (5 points, 12 comments)
    3. No projects until after the mid-term? (4 points, 5 comments)
    4. Format / Syllabus for the exams (2 points, 3 comments)
    5. Has there been a Participation check #4? (2 points, 8 comments)
    6. Project 3 not visible on T-Square (2 points, 3 comments)
    7. Assess learners - do we need to check is method implemented for BagLearner? (1 point, 4 comments)
    8. Correct number of days reported in the dataframe (should be the number of trading days between the start date and end date, inclusive). (1 point, 0 comments)
    9. RuntimeError: Invalid DISPLAY variable (1 point, 2 comments)
  42. 23 points, 8 submissions: nick_algorithm
    1. Help with getting Average Daily Return Right (6 points, 7 comments)
    2. Hint for args argument in scipy minimize (5 points, 2 comments)
    3. How do you make money off of highly volatile (high SDDR) stocks? (4 points, 5 comments)
    4. Can We Use Code Obtained from Class To Make Money without Fear of Being Sued (3 points, 6 comments)
    5. Is the Std for Bollinger Bands calculated over the same timespan of the Moving Average? (2 points, 2 comments)
    6. Can't run grade_learners.py but I'm not doing anything different from the last assignment (?) (1 point, 5 comments)
    7. How to determine value at terminal node of tree? (1 point, 1 comment)
    8. Is there a way to get Reddit announcements piped to email (or have a subsequent T-Square announcement published simultaneously) (1 point, 2 comments)
  43. 23 points, 1 submission: gong6
    1. Is manual strategy ready? (23 points, 6 comments)
  44. 21 points, 6 submissions: amchang87
    1. Reason for public reddit? (6 points, 4 comments)
    2. Manual Strategy - 21 day holding Period (4 points, 12 comments)
    3. Sharpe Ratio (4 points, 6 comments)
    4. Manual Strategy - No Position? (3 points, 3 comments)
    5. ML / Manual Trader Performance (2 points, 0 comments)
    6. T-Square Submission Missing? (2 points, 3 comments)
  45. 21 points, 6 submissions: fall2017_ml4t_cs_god
    1. PSA: When typing in code, please use 'formatting help' to see how to make the code read cleaner. (8 points, 2 comments)
    2. Why do Bollinger Bands use 2 standard deviations? (5 points, 20 comments)
    3. How do I log into the [email protected]? (3 points, 1 comment)
    4. Is midterm 2 cumulative? (2 points, 3 comments)
    5. Where can we learn about options? (2 points, 2 comments)
    6. How do you calculate the analysis statistics for bps and manual strategy? (1 point, 1 comment)
  46. 21 points, 5 submissions: Jmitchell83
    1. Manual Strategy Grades (12 points, 9 comments)
    2. two-factor (3 points, 6 comments)
    3. Free to use volume? (2 points, 1 comment)
    4. Is MC1-Project-1 different than assess_portfolio? (2 points, 2 comments)
    5. Online Participation Checks (2 points, 4 comments)
  47. 21 points, 5 submissions: Sergei_B
    1. Do we need to worry about missing data for Asset Portfolio? (14 points, 13 comments)
    2. How do you get data from yahoo in panda? the sample old code is below: (2 points, 3 comments)
    3. How to fix import pandas as pd ImportError: No module named pandas? (2 points, 4 comments)
    4. Python Practice exam Question 48 (2 points, 2 comments)
    5. Mac: "virtualenv : command not found" (1 point, 2 comments)
  48. 21 points, 3 submissions: mharrow3
    1. First time reddit user .. (17 points, 37 comments)
    2. Course errors/types (2 points, 2 comments)
    3. Install course software on macOS using Vagrant .. (2 points, 0 comments)
  49. 20 points, 9 submissions: iceguyvn
    1. Manual strategy implementation for future projects (4 points, 15 comments)
    2. Help with correlation calculation (3 points, 15 comments)
    3. Help! maximum recursion depth exceeded (3 points, 10 comments)
    4. Help: how to index by date? (2 points, 4 comments)
    5. How to attach a 1D array to a 2D array? (2 points, 2 comments)
    6. How to set a single cell in a 2D DataFrame? (2 points, 4 comments)
    7. Next assignment after marketsim? (2 points, 4 comments)
    8. Pythonic way to detect the first row? (1 point, 6 comments)
    9. Questions regarding seed (1 point, 1 comment)
  50. 20 points, 3 submissions: JetsonDavis
    1. Push back assignment 3? (10 points, 14 comments)
    2. Final project (9 points, 3 comments)
    3. Numpy versions (1 point, 2 comments)
  51. 20 points, 2 submissions: pharmerino
    1. assess_portfolio test cases (16 points, 88 comments)
    2. ML4T Assignments (4 points, 6 comments)

Top Commenters

  1. tuckerbalch (2296 points, 1185 comments)
  2. davebyrd (1033 points, 466 comments)
  3. yokh_cs7646 (320 points, 177 comments)
  4. rgraziano3 (266 points, 147 comments)
  5. j0shj0nes (264 points, 148 comments)
  6. i__want__piazza (236 points, 127 comments)
  7. swamijay (227 points, 116 comments)
  8. _ant0n_ (205 points, 149 comments)
  9. ml4tstudent (204 points, 117 comments)
  10. gatechben (179 points, 107 comments)
  11. BNielson (176 points, 108 comments)
  12. jameschanx (176 points, 94 comments)
  13. Artmageddon (167 points, 83 comments)
  14. htrajan (162 points, 81 comments)
  15. boyko11 (154 points, 99 comments)
  16. alyssa_p_hacker (146 points, 80 comments)
  17. log_base_pi (141 points, 80 comments)
  18. Ran__Ran (139 points, 99 comments)
  19. johnsmarion (136 points, 86 comments)
  20. jgorman30_gatech (135 points, 102 comments)
  21. dyllll (125 points, 91 comments)
  22. MikeLachmayr (123 points, 95 comments)
  23. awhoof (113 points, 72 comments)
  24. SharjeelHanif (106 points, 59 comments)
  25. larrva (101 points, 69 comments)
  26. augustinius (100 points, 52 comments)
  27. oimesbcs (99 points, 67 comments)
  28. vansh21k (98 points, 62 comments)
  29. W1redgh0st (97 points, 70 comments)
  30. ybai67 (96 points, 41 comments)
  31. JuanCarlosKuriPinto (95 points, 54 comments)
  32. acschwabe (93 points, 58 comments)
  33. pharmerino (92 points, 47 comments)
  34. jgeiger (91 points, 28 comments)
  35. Zapurza (88 points, 70 comments)
  36. jyoms (87 points, 55 comments)
  37. omscs_zenan (87 points, 44 comments)
  38. nurobezede (85 points, 64 comments)
  39. BelaZhu (83 points, 50 comments)
  40. jason_gt (82 points, 36 comments)
  41. shuang379 (81 points, 64 comments)
  42. ggatech (81 points, 51 comments)
  43. nitinkodial_gatech (78 points, 59 comments)
  44. harshsikka123 (77 points, 55 comments)
  45. bkeenan7 (76 points, 49 comments)
  46. moxyll (76 points, 32 comments)
  47. nelsongcg (75 points, 53 comments)
  48. nickzelei (75 points, 41 comments)
  49. hunter2omscs (74 points, 29 comments)
  50. pointblank41 (73 points, 36 comments)
  51. zheweisun (66 points, 48 comments)
  52. bs_123 (66 points, 36 comments)
  53. storytimeuva (66 points, 36 comments)
  54. sva6 (66 points, 31 comments)
  55. bhrolenok (66 points, 27 comments)
  56. lingkaizuo (63 points, 46 comments)
  57. Marvel_this (62 points, 36 comments)
  58. agifft3_omscs (62 points, 35 comments)
  59. ssung40 (61 points, 47 comments)
  60. amchang87 (61 points, 32 comments)
  61. joshuak_gatech (61 points, 30 comments)
  62. fall2017_ml4t_cs_god (60 points, 50 comments)
  63. ccrouch8 (60 points, 45 comments)
  64. nick_algorithm (60 points, 29 comments)
  65. JetsonDavis (59 points, 35 comments)
  66. yjacket103 (58 points, 36 comments)
  67. hilo260 (58 points, 29 comments)
  68. coolwhip1234 (58 points, 15 comments)
  69. chvbs2000 (57 points, 49 comments)
  70. suman_paul (57 points, 29 comments)
  71. masterm (57 points, 23 comments)
  72. RolfKwakkelaar (55 points, 32 comments)
  73. rpb3 (55 points, 23 comments)
  74. venkatesh8 (54 points, 30 comments)
  75. omscs_avik (53 points, 37 comments)
  76. bman8810 (52 points, 31 comments)
  77. snladak (51 points, 31 comments)
  78. dfihn3 (50 points, 43 comments)
  79. mlcrypto (50 points, 32 comments)
  80. omscs-student (49 points, 26 comments)
  81. NellVega (48 points, 32 comments)
  82. booglespace (48 points, 23 comments)
  83. ccortner3 (48 points, 23 comments)
  84. caa5042 (47 points, 34 comments)
  85. gcalma3 (47 points, 25 comments)
  86. krushnatmore (44 points, 32 comments)
  87. sn_48 (43 points, 22 comments)
  88. thenewprofessional (43 points, 16 comments)
  89. urider (42 points, 33 comments)
  90. gatech-raleighite (42 points, 30 comments)
  91. chrisong2017 (41 points, 26 comments)
  92. ProudRamblinWreck (41 points, 24 comments)
  93. kramey8 (41 points, 24 comments)
  94. coderafk (40 points, 28 comments)
  95. niufen (40 points, 23 comments)
  96. tholladay3 (40 points, 23 comments)
  97. SaberCrunch (40 points, 22 comments)
  98. gnr11 (40 points, 21 comments)
  99. nadav3 (40 points, 18 comments)
  100. gt7431a (40 points, 16 comments)

Top Submissions

  1. [Project Questions] Unit Tests for assess_portfolio assignment by reyallan (58 points, 52 comments)
  2. [Project Questions] Unit Tests for optimize_something assignment by agifft3_omscs (53 points, 94 comments)
  3. Proper git workflow by jan-laszlo (43 points, 19 comments)
  4. Exam 2 Information by yokh_cs7646 (39 points, 40 comments)
  5. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes by davebyrd (37 points, 10 comments)
  6. Project 1 Megathread (assess_portfolio) by davebyrd (34 points, 466 comments)
  7. defeat_learner test case by swamijay (34 points, 38 comments)
  8. Project 2 Megathread (optimize_something) by tuckerbalch (33 points, 475 comments)
  9. project 3 megathread (assess_learners) by tuckerbalch (27 points, 1130 comments)
  10. Deadline extension? by johannes_92 (26 points, 40 comments)

Top Comments

  1. 34 points: jgeiger's comment in QLearning Robot project megathread
  2. 31 points: coolwhip1234's comment in QLearning Robot project megathread
  3. 30 points: tuckerbalch's comment in Why Professor is usually late for class?
  4. 23 points: davebyrd's comment in Deadline extension?
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Weekly Roundup | Random Chat | Notifications

News roundup for the previous week.
In International news
  1. Feature: U.S. dignitaries say U.S., China must keep good relations to benefit world
  2. 'Serious' hack attacks from China targeting UK firms: The gang behind the attacks has compromised technology service firms and plans to use them as a proxy for attacks, security firms have said
  3. Americans' concerns about China: ranked
  4. China donated 12,173 tonnes of rice to Zimbabwe to assist vulnerable people that were affected by drought which wreaked havoc last year. In 2016, China already donated 19,000 tonnes of rice which had been distributed to the needy throughout the country
  5. China, South Korea discuss more sanctions on North Korea amid talk of Trump action
  6. Freight train to leave Britain on long haul for China
  7. Blackwater founder Erik Prince eyes opportunities with China
  8. China’s National Space Administration Secretary-General Yulong Tian says that China is contemplating developing cooperation with Russia with respect to space debris
  9. American-Chinese Lady's Dream of Attending Tsinghua: Those who were born in America should know their roots and identify themselves as Chinese because they will not get lost, feel ashamed or reject their motherland's culture in the crisis of identity of American society, Tan concluded
  10. Racist United Airline Overbooked Flight, Forcibly Removes Asian Doctor and His Wife For No Reason Other Than to Free up Seats (United - has acknowledged that the man's only apparent crime was that the flight was overbooked and he refused to leave voluntarily)
  11. Boy, two, and parents suffer burns after acid attack in north London
  12. Russia may abandon International Space Station to join forces with China
  13. A consortium of Chinese and Indonesian firms on Tuesday signed a contract with KCIC, a firm tasked with monitoring the high-speed train project linking Jakarta to Bandung, unveiling the construction phase of the project
  14. China warns against using military force in Syria
  15. United Passenger's Violent Removal Sparks Outrage In China: Images of a bloodied passenger being forcibly removed from a United Airlines flight in Chicago drew widespread condemnation in China following a witnesses' report that the man said he was targeted because he was Chinese
  16. Chinese Lives Matter Petition Becoming Viral in the Overseas Chinese Community
  17. China and Norway resume free trade negotiations after diplomatic freeze: The memorandum of understanding was one of six pacts covering cooperation on economic development, technology, health, science and sport
  18. Russia and China Finding Ways to Avoid the U.S. Dollar: The Central Bank of Russia opened its first overseas office in Beijing. ICBC established a clearing bank in Moscow to handle transactions in Chinese currency. Russia is preparing to issue its first federal loan bonds in Chinese currency
  19. Many in China think doctor was dragged off because he was Asian. 'United Airlines just randomly chose an Asian? It’s blatant racial discrimination' 'a perfect illustration' of human rights in the US. 'I am going to tell you a joke: America is the country with the best human rights'
  20. Chinese social media continues to rage at United, and the airline may face real fallout
  21. China tells US to resolve Korea tensions peacefully
  22. China commits US$60bn to Africa
  23. China warns India over Dalai's visit to disputed area
  24. China Might Bomb North Korea If It Crosses Beijing’s ‘Bottom Line’
  25. Trump, in an interview with the Wall Street Journal on Wednesday, appeared to acknowledge that China hasn’t been intervening to weaken its currency recently. “They’re not currency manipulators," he said. (finally we can move on from this made up/outdated fight)
  26. Trump says he told Xi how he bombed Syria over ‘most beautiful piece of cake’: says that he was faced with a dilemma – whether to inform Xi. “What does he do, finish his dessert and go home and then they say, you know, the guy you just had dinner with just attacked a country?” Trump mused
  27. Trump claims China has turned back N. Korean coal ships, lauds it as 'big step': "The vast amount of coal that comes out of North Korea going to China, they've turned back the boats. That's a big step, and they have many other steps that I know about."
  28. Chinese premier holds talks with Sao Tome and Principe counterpart on cooperation
  29. Lukashenko: Belarus is ready to increase food supplies to China's Hunan Province
  30. China publicly criticises US missile strike on Syria
  31. China, Sri Lanka vow to deepen cooperation to further develop strategic cooperative partnership
  32. Russian-Chinese Joint Ventures in Russia’s Far East, Arctic: An integral element in increasing bilateral trade will be the increased maritime transit of goods and hydrocarbon resources by developing Russia’s merchant marine infrastructure
  33. Russian President Vladimir Putin confirmed his plans to visit China in May to take part in the "One Belt, One Road" forum in Beijing
  34. White House: China Abstained From UN Vote on Syria Thanks to Trump-Xi
  35. The 10 minutes with Xi Jinping that changed Donald Trump’s mind on North Korea
  36. First rail freight service to China departs UK: British goods including soft drinks, vitamins and baby products are in the 30 containers carried by the train, which will be a regular service. The train will pass through 7 other countries before arriving on 27 April
  37. Chinese FM: Political settlement is only reliable and right way to solve crisis in Syria
  38. Belarus' cooperation with Hunan Province hailed as example to follow
  39. "There can be no winners in an armed conflict between the U.S. and North Korea over Pyongyang's nuclear weapons and missile programs, Chinese Foreign Minister Wang Yi said Friday [14 April 2017], while pledging China's support for any attempts at dialogue between the sides."
  40. In the Travel and Tourism Competitiveness Report 2017, China ranked 15 among 136 countries in 14 dimensions, up two spots
  41. China seeks Russia's help to 'cool' N. Korea situation
  42. China says deal reached at last with Myanmar on oil pipeline
  43. Foreign Minister statement on Korea situation. Check out the comments.
In Domestic news
  1. China anti-graft body investigating chief insurance regulator
  2. Beijing to reward informants on spying
  3. Luxembourg Consulate Staff tries to physically assault old Chinese man in Shanghai
  4. China emerges as digital rights champion with new info privacy law
  5. President Xi meets incoming HKSAR chief executive
  6. JD.com to build 150 airports in China for drone delivery: Drone delivery would help reduce the freight costs by 70 percent. It said its drones, which can carry 50 kilograms of parcels, have been put into use and drones that can carry 500 kilograms are in the pipeline
  7. Graph: Finding China's missing girls who show up in the census years -- sometimes decades -- after birth
  8. China raises pensions amid pressure from slowing economy, aging population
  9. China Focus: Xiongan's key role is to receive Beijing's non-capital functions: vice premier
In SciTech news
  1. The Top 10 Artificial Intelligence Startups in China
  2. Self-charging robots sorting system helps Chinese delivery firm finish at least 200k packages a day in the warehouse
  3. Seaweed: From superfood to superconductor. Yang, currently at Qingdao University, worked with colleagues at Qingdao University and at Los Alamos National Laboratory in the U.S. to make porous carbon nanofibers from seaweed extract
  4. Squishy robotic manta ray flaps its wings to spy in the ocean: The goal is to use the robot to explore underwater areas, says Tiefeng Li at Zhejiang University in Hangzhou, China. “The soft body will make it easy for the robot to sneak through reefs without damaging them,”
  5. Geek Culture Could Teach Americans About Chinese Technology, Says Technopreneur: According to Zhang, being called a geek is a compliment in China as someone who is "super cool" and knowledgeable about technology, and doesn't mean being weird or socially awkward
  6. Baidu, Alibaba, Tencent advance China’s AI development goals, says Microsoft research head. The mainland may be closing in on the US in developing AI, led by its three main internet firms, says Harry Shum Heung-yeung, executive vice-president for the artificial intelligence and research group
  7. China Emerges as Powerhouse for Biotech Drugs
  8. China launches 1st high-throughput communications satellite
  9. Legion Y520 Review - Lenovo's Best Laptop For $850 (Dave Lee review)
  10. Researchers in China and US made a new viral tracking tool by encapsulating HIV-1 in fluorescent quantum dots to observe how the virus enters macrophages at the single particle level in live cells. Technique may help in development of inhibitors that stop HIV from entering macrophages altogether.
  11. Chuwi Hi13: First Look at the Windows 10 2-in-1 with Surface Book Display
  12. SpaceX doesn’t scare Asia’s space players
  13. Google AI's AlphaGo to face Chinese teen in May - Science & Tech
  14. China’s Desert Hamsters on Medicine’s Front Line: The humble Chinese hamster has played a vital role in medical advances for more than a century, thanks to its biological makeup
In Economic news
  1. The bulls are back after China kicks off 2017 with strength: "There's been this cyclical recovery — China's in an easing mode … It shows up in the economic numbers, and it shows up in many company earnings reports," said Brendan Ahern, chief investment officer at Krane Funds Advisors
  2. America owes China $1tn. That's a problem for Beijing, and Trump knows it
  3. U.S. and European regulators have cleared ChemChina's proposed $43 billion acquisition of Swiss agribusiness giant Syngenta on condition it sells some businesses to satisfy anti-monopoly objections
  4. Ballpoint pens and the danger of China’s ‘one-dragon’ policy
  5. The Next Time Americans Want To Believe They Have Free Markets, Remind Them of United Airlines
  6. The surprising rise of China as IP powerhouse
  7. US firms cashing in on China's shift to consumer economy
  8. China is investing in Silicon Valley start-ups with military applications at such a rapid rate that the United States government needs tougher controls to stem the transfer of some of America’s most promising technologies, a Pentagon report says
  9. WhatsApp looks to copy China's Tencent-owned WeChat
  10. Why Trump won't be branding China a currency cheater
  11. China Focus: China's consumer inflation steady amid firming economy
  12. China Focus: Chinese companies come, hiring more locals in U.S.: Chinese investment in the U.S. outstripped U.S. investment in China for the first time in 2015, according to the Rhodium Group. Chinese investment has supported about 104,000 jobs in the United States
  13. China's forex reserves rise for second month in a row: concerns about capital outflows have receded lately, with the Chinese economy on a firmer footing, supported by a string of upbeat data including industrial profits, factory activity and fixed asset investment
  14. Trump won't label China a currency manipulator
  15. U.S. business leaders see benefits from strong trade ties with China
  16. China’s top maker of air conditioners breezes into Brazil’s economy and society
  17. Beijing thinking big on switch to a big data economy: Ministry pushes five-year plan to develop big data into a trillion-yuan industry. The target is for the big data industry, including related goods and services, to exceed 1 trillion yuan (US$144 billion) in revenue by 2020
  18. How Oppo, Vivo and xiaomi conquered India (OPPO、vivo和小米们如何夺取印度半壁江山?)
  19. Korea, China, Japan to hold new round of free trade talks
  20. U.S. Treasury says China does not manipulate its currency
  21. China’s Global Solar Business Shakes Foreign Competitors: China’s relentless pursuit to become self-dependent on sophisticated industries, such as solar panel systems, have left foreign competitors and even smaller-scale Chinese businesses in the dust
In Military news
  1. Thailand to buy more Chinese tanks, reportedly for $58M: According to Thai government spokesman Sansern Kaewkamnerd, the cabinet has approved the acquisition of 10 more VT4 main battle tanks designed and built by China’s Norinco
  2. China and US agree to top military talks to head off close armed encounters: New mechanism between Chinese and US armed forces could ease Beijing’s suspicions about US moves, analyst says
  3. China and Russia are Catching Up to the U.S. Military: America’s enemies are rapidly catching up and in some cases exceeding the United States in terms of military technology, according to senior U.S. Navy official Rear Adm. Mark Darrah
  4. US racing China to develop hypersonic attack drones by 2040
  5. China is testing its new PL-15 long-range air-to-air missile (LRAAM) designed to shoot down defenseless U.S. Air Force and U.S. Navy aerial tankers and airborne early warning and control aircraft (AEW&C) from as far away as 300 kilometers
  6. China Takes Wraps Off National Hypersonic Plan
  7. Chinese armed police hold anti-terror drill in Xinjiang
  8. SOUTHCOM Tidd: Russia, Iran and China Expanding Influence in Central, South America. Russia, China and Iran are increasing interest in Central and South America, especially Moscow’s renewed focus on Nicaragua, the head of U.S. Southern Command told the Senate
  9. China Coast Guard vessels patrol Diaoyu Islands on Fri, the 10th time this year
Other Notables
  1. Demolishing Dalian: China's 'Russian' city is erasing its heritage – in pictures
  2. DJI - M200 – Search and Rescue in Extreme Environments
  3. Driving under the rainbow! Watch China's first and only rainbow tunnel
  4. Ancient Chinese tomb-sweeping festival goes hi-tech: If you can't get to the grave yourself, staff at the Yuhuatai Gongdeyuan cemetery will clean tombs and place bouquets for paying clients, who watch the ritual via a livestream on the Wechat app instead
  5. Shanghai past and present
  6. High Profile Korean-Chinese Movie coproduction is a scifi set to release June 30th in China - Starring Yang Mi, Wallace Huo, Produced by Jackie Chan
  7. Westerners oughtn’t to criticize China for its ‘fake cities’: hypocrisy in the way Western media approaches "duplitecture". Core neighborhoods within Manhattan Island owe their architecture to Mannheim, Germany. Try and tell apart the central districts of Buenos Aires, Argentina from Madrid, Spain
  8. The Chinese engineer who mined an American life in Hibbing: In 1914 Wen Ping Pan became the first Chinese student at UofM. Met his wife Mae Humm, who was half-Irish like his mother. She retained an Irish temper and a talent for gab. As a result, she did most of the talking in their 63 yr marriage
  9. 3-part online low-key documentary series looking at different lives in China. First part features Wuhan and punk band SMZB.
  10. Is Hong Kong less free now than under British colonial rule?
  11. Goddess Ivanka continues to win the hearts of Chinese people as she began teaching Mandarin Chinese to Theodore, her youngest son. The boy began his Mandarin lessons just a week following his first birthday
  12. The Mercury Rivers of Emperor Qin Shi Huang
  13. The Chinese engineer who mined an American life on Minnesota's Iron Range
  14. Parcel sorting facility in China
  15. China and The Troubling Idealization of Ivanka
  16. Xiongan New Area to be Shenzhen of the north
  17. China's New World Order - the new Silk Road
  18. Why The NY Time’s Title of ‘Goddess Ivanka’ Is Misleading
  19. The Lionsgate movie “Power Rangers” got the approval of China’s censor for theatrical release on May 12 even if it has a gay character
  20. A Chinese bank employee is being hailed as a hero after risking his life to save a female customer from a robber who put a knife to her neck
  21. Unfettered online hate speech fuels Islamophobia in China.
  22. 汉服音乐微电影 汉家衣裳 超清
  23. Xiongan construction expected to drive up China steel market
  24. China's Xiongan New Area: Protecting environments a major task
  25. White Mainstream Media Goes On The Offensive Against Critics of United Airlines
  26. Success of China behind the growing allure of authoritarianism: the economic successes of China and some other countries may have helped create an underlying crisis of confidence in liberal ideas and values
  27. What does the Hong Kong Sevens have to do with Hongkongers?
  28. Thoughts on article about British Colonialism holding India Back? How did China overcome the Century of Humiliation while the British Raj's legacy still looms over India?
  29. Taiwanese music festival
  30. Foreign girls and their Chinese Mr. Right: Confronted with failure in College Entrance Examination Mei Aisi went to Ukraine for study
  31. What Would Have Happened If China Didn't Develop Nuclear Weapons?
  32. Child prodigy from Sale scores highest possible IQ score, beating Einstein and Hawking (From Messenger Newspapers)
  33. Discussion: Do you think the current escalation in the Korean Peninsula could possibly end up becoming a big boon to China?
  34. Chinese explorer's incredible arctic journey: This is the Arctic Circle, and Zhanjiang-born Wu Yu has just become the first person to ever drive here from China, some 8,000 kilometers away
  35. Reviving traditional Chinese archery: As one of the traditional Six Arts that have their roots in Confucian philosophy and formed the basis of education in ancient Chinese culture, archery has a long history in China
  36. The Results Are In: 2016 Is a Record-Breaking Year for Tall Buildings
  37. Pictures: Apricot flowers in blossom at Jinshanling Great Wall
  38. Something I noticed about chinese-canadians in canada
  39. TIL that the first king of the first muslim kingdom in indonesia was chinese indonesian
  40. Getting paid to do nothing: why the idea of China’s dibao is catching on
  41. Five thousand years of Chinese civilisation through 108 million relics - Four year survey finds that is just what is in the hands of the state. The number grows even more when considering overseas museums and private collectors
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