Reinforcement Learning for Stock Prediction financial deepmind

by giacongFGHJkj



เราสามารถคาดการณ์ราคาหุ้น Google ตามชุดข้อมูลประวัติราคาได้หรือไม่? ฉันจะตอบคำถามนั้นโดยสร้างตัวอย่าง Python ที่ใช้เทคนิคที่ไม่ค่อยมีประโยชน์ในการทำนายตลาดการเงิน การเรียนรู้แบบเสริมกำลัง เทคนิคเฉพาะที่เราจะใช้ในวิดีโอนี้คือชุดย่อยของ RL ที่เรียกว่าการเรียนรู้ Q ด้วยการใช้โค้ด แอนิเมชั่น และทฤษฎีร่วมกัน ฉันจะอธิบายวิธีที่เราสามารถให้ AI ของเราเรียนรู้นโยบายว่าเมื่อใดควรซื้อและขายหุ้น Google เพื่อเพิ่มผลกำไรสูงสุด รหัสสำหรับวิดีโอนี้: Please Subscribe! และชอบ และแสดงความคิดเห็น นั่นคือสิ่งที่ทำให้ฉันไป ต้องการการศึกษาเพิ่มเติมหรือไม่? เชื่อมต่อกับฉันที่นี่: Twitter: instagram: Facebook: วิดีโอนี้เป็นส่วนหนึ่งของหลักสูตร Machine Learning Journey ของฉัน: แหล่งข้อมูลการเรียนรู้เพิ่มเติม: เข้าร่วมกับเราในช่อง Wizards Slack: ลงทะเบียนสำหรับหลักสูตรถัดไปที่ The School of AI: และโปรดสนับสนุนฉันด้วย บน Patreon: สมัครรับจดหมายข่าวของฉันสำหรับการอัปเดตที่น่าตื่นเต้นในด้าน AI: กดปุ่มเข้าร่วมด้านบนเพื่อสมัครเป็นสมาชิกช่องของฉันเพื่อเข้าถึงเนื้อหาพิเศษ! .

Images related to the topic financial deepmind

Reinforcement Learning for Stock Prediction

Search related to the topic Reinforcement Learning for Stock Prediction

#Reinforcement #Learning #Stock #Prediction
Reinforcement Learning for Stock Prediction
financial deepmind
ดูวิธีการทำเงินออนไลน์ล่าสุดทั้งหมด: ดูเพิ่มเติมที่นี่
ดูวิธีการทำเงินออนไลน์ล่าสุดทั้งหมด: ดูเพิ่มเติมที่นี่

See also  Job Opening: Financial Controller financial controller

Related Posts

44 comments

Shak H 14/10/2021 - 7:54 AM

great

Reply
PyserialKiller 14/10/2021 - 7:54 AM

LOL 6:57

Reply
i recommend BITFXTRADING on telegram 14/10/2021 - 7:54 AM

Looking at the current btc chart one would never believe this same currency once traded below $6000 just around March this year, it's amazing how an enlightened part of the world has rip massively from this bullish move, yet analysts continue to predict this as merely the beginning of better things to come, crypto in general offers a host of opportunities, but trading continue to be the most vague and lucrative, with the right trading guide and signals of Shaw, I've been able to learn the basics of trading, been earning big over these past month while also learning trading and effectively utility of signals towards trade, the past few months has been revealing, shaw is an avenue to channel concerns on crypto and trading.he can be reached for guidance on WhatsAap +4 4 7 8 2 8 4 5 0 7 6 8.

Reply
Erik Baer 14/10/2021 - 7:54 AM

after so much time has past, let me seize the occation to express my still verry vivid, inner most emotions towards you .. F*#k You Siraj Raval

Reply
Rizky Yoga Oktora 14/10/2021 - 7:54 AM

I use tf_agent for this technique. it's easy to implement

Reply
Nir Miller 14/10/2021 - 7:54 AM

you are awesome man! thank you so much

Reply
C S 14/10/2021 - 7:54 AM

Hello world, it‘s the worlds biggest scammer

Reply
AI4Finance 14/10/2021 - 7:54 AM

FinRL: A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance

Reply
Ritvik Singh Rajput 14/10/2021 - 7:54 AM

How to learn reinforcement learning from starting?

Reply
Panda Tobi 14/10/2021 - 7:54 AM

HELLO WORLD IT'S A FRAUD AND TODAY WE'LL BE STEALING RESEARCH PAPERS TO LOOK GOOD IN FRONT OF MY FANS

WHAT DO YOU MEAN MY APOLOGY WASN'T ENOUGH DOESN'T THE WORD SORRY SOVLE EVERYTHING????

Reply
host_runner 14/10/2021 - 7:54 AM

Man how is this guy still on youtube

Reply
Артём Курилко 14/10/2021 - 7:54 AM

Hi all, anybody tried this program to predict real prices? Is it profitable?

Reply
Applied statistics 14/10/2021 - 7:54 AM

thank you, Siraj for your learning resources, it really helps me out regarding my thesis

Reply
Coolbreeze 14/10/2021 - 7:54 AM

We need more programmers like this gentleman educating people!

Reply
sgatea74 14/10/2021 - 7:54 AM

What are the features feeding in the mentioned policy – aka the financial performance indicators ? A historical stock trend is not a values predictor by itself.
How does the company strategy influences the long term investment decision – how is this information captured and used?

Reply
Li Zhu 14/10/2021 - 7:54 AM

By Q learning, you can only obtain the optimal action(buy, sell, or hold). How can you get the price? U did not tell.

Reply
Oracle Trading 14/10/2021 - 7:54 AM

Informative project 👍
But can we use the close price to affect the action? Maybe we can use more information rather than close price (open, high, low, close)

I've modified the environment to match binary options but it seems the agent can not find the result even after 10.000 episodes

Reply
Ishan Tyagi 14/10/2021 - 7:54 AM

Isn't the reward function initially unknown (and to be determined by the model) in the case of Q-learning(model-free) as opposed to the DP approach. The github link specifies the reward function as reward = max(data[t] – bought_price, 0) beforehand. What am I missing here?

Reply
Arctic SpaceFox 14/10/2021 - 7:54 AM

Always such an excited siraj 😂 love it cant stop watching

Reply
ravindu landekumbura 14/10/2021 - 7:54 AM

hey it was very interesting and it helped me a lot in one of my academic project. Could you please give me the where you took this dataset?

Reply
Wayne Filkins 14/10/2021 - 7:54 AM

These videos never go anywhere. He always gets to the end and the results "aren't that good but can be improved". I thought it was going to show you a trading strategy? Not just a chart with some plots. He just goes on and on through all this super-complex shit, then it doesn't work anyway lmao. Oh well I guess it's like they say: if you can't do, teach. He has all these people who don't know anything about machine learning like "omg he's so smart, what a genius" but he's just putting out these same style videos on new topics with no real positive end result. Reminds me of tv shows that end every episode in a cliffhanger, except he shows us the result of the cliffhanger, without actually making us watch the next episode, and it's always a disappointment. Actually if he actually reads this, that's a damn good idea I just brought up..you should hold the results and put them in the beginning of your next video. I bet you get like 50% increased views that way. "So for today's video, first of all here's the results of the last video, it was another fucking failure…but oh it can be improved with other strategies i'm sure of it! Okay onto today's project which i'm sure will end with very positive results!" fucking genius.

Reply
Ashwin Pande 14/10/2021 - 7:54 AM

Hi ML enthusiasts! I really need your help with this survey for a research project. If you have some basic experience with time-series forecasting using RNNs or reinforcement learning, please help me. Thanks!
https://forms.gle/reQVFPpt2e5Ndr4i9

Reply
Nayandeep Yadav 14/10/2021 - 7:54 AM

has anyone here made any money with this rocket science??

Reply
Mike Davinci 14/10/2021 - 7:54 AM

Siraj Raval is a A.I created by Google he is way too good to be human !

Reply
Shambhavi Mishra 14/10/2021 - 7:54 AM

In your GitHub link the code is very nicely explained but how we plot graphs, what area the parameters you are setting in x-axis and y-axis. please let me know sir, how you predict the model. Please let me know sir.

Reply
bazkon30 14/10/2021 - 7:54 AM

this video is all about show! Also if you want to show Q-learning in real-world you better show the algorithm that works with function approximation (aka neural networks) and not tabular representation, and there are so many other flaws I see in terms of applications and from identifying what state is and how you represents them. Well misleading from technical point of view but amazing videos for the purpose of marketing your channel! (nothing bad about it but it is important to make sure the level of technicality is truthful.)

Reply
d p 14/10/2021 - 7:54 AM

Haven't watched one of your vids in a long time; so glad to see you've slowed down your presentation speed! Keep up the great work!!

Reply
Wayne Filkins 14/10/2021 - 7:54 AM

Is there a link to the code used for that tensorflow prediction?

Reply
Saburi Hindaria 14/10/2021 - 7:54 AM

hey could you explain how did you create graphs from your github code?!

Reply
Elliot V 14/10/2021 - 7:54 AM

you rock

Reply
Enki Marduk 14/10/2021 - 7:54 AM

Mine was the 1000th thumb up, ah ah ah!

Reply
Omer Sezer 14/10/2021 - 7:54 AM

Wonderful content, pls keep going. I summarized reinforcement learning topics and I emphasized important points in the RL tutorial. It may be beneficial for everyone. It will continue to be updated over time. Thanks..
https://github.com/omerbsezer/Reinforcement_learning_tutorial_with_demo

Reply
John von Horn 14/10/2021 - 7:54 AM

Quagmire values had me in hysterics. My neural network did NOT predict that; straight out of left field.

Reply
Jo Keith 14/10/2021 - 7:54 AM

interesting…. what if we could apply to us humans itself?
I mean you get things done this way right?

Reply
shamoon mohammad 14/10/2021 - 7:54 AM

in your github code there is no code for visualization ,only output is printed on terminal can you help in this

Reply
Ramesh Kannan 14/10/2021 - 7:54 AM

Wow..! You made it so simple ..! Love your content..!

Reply
maryam moghimi 14/10/2021 - 7:54 AM

Hello, thank you for your useful videos. I would like to know about XCS in stock market. Could you please help where I can find this code?

Reply
Sandeep Bhutani 14/10/2021 - 7:54 AM

He just speaks and acts… No match of what is shown and what is spoken…dislike

Reply
Themusicaligera 14/10/2021 - 7:54 AM

Please help! I cloned the project in order to do a test, I am using Intellij IDEA Ultimate, how can I train and test the project??

Reply
dummy dummie 14/10/2021 - 7:54 AM

Hai.. can anyone help me….I'm trying to predict stock price using this code….But I'm getting value only 0….And I'm not getting any graph printed…

Reply
Dimitrios Bizopoulos 14/10/2021 - 7:54 AM

Long time since i last saw you. Seems that you have slowed down your voice a bit 😛 you are cool anyway!

Reply
P.J. Carpio 14/10/2021 - 7:54 AM

Thanks !!

Reply
Willy Kitheka 14/10/2021 - 7:54 AM

Goodness! The intrinsic value of the information you share is just mind blowing! Am enjoying every minute of it! Great job and thanks a lot!

Reply
SciTech Talk 14/10/2021 - 7:54 AM

I would very much like to see a video on “Self supervised Learning” (Yann LeCun) !!

Reply

Leave a Comment