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Improve existing Reinforcement Learning Model in Python and Connect to Ninjatrader (code will be provided)

$750-1500 USD

Mbyllur
Postuar about 3 years ago

$750-1500 USD

Paguhet në dorëzim
*Please only bid if you have experience with implementing Trading Algorithms* The current model works from training the agent to placing live trades in Interactive Brokers (IB) through IBridgePy, with following attributes: Actions: Buy, Sell, Hold States: Long, Short, Flat A State can transition in the following ways: Flat to Long/Short by taking Buy/Sell Actions respectively, by Buying/Selling at market Long/Short to Flat by taking Sell/Buy Actions respectively by Selling/Buying at market At State transition, a reward is returned State does not transition or the subsequent actions are same: Long/short state does not change if action is Buy/Sell respectively or Hold Enhancements: 1.) Ensemble: Setup the model as ensemble learning model [login to view URL] 2.) Session Time/Economic Calendar: Trades will be taken during defined session times(RTH, ETH) Economic calendar will be checked prior to entering a trade or going flat ahead of economic event 3.) Swing Calculation: Prior to the start of each session, calculate the most occurring swing size (mode) on a given timeframe for the previous n number of sessions. This will be implemented using zig-zag logic 4.) Add Target, Stop-Loss and Break Even(BE) Logic Target/SL/BE logic will be implemented Value for Target/SL will be determined by swing calculation Additional trade metrics will be calculated (time in trade and drawdown) and will be passed to reward function for calculation 5.) Feature Engineering Custom indicators will be created based on zig-zag to mark wick on swing high/low candles and fed as a feature to the Model. When price re-visit the previous swing high/low, the indicator will display 1 otherwise 0 Create features based on instrument other than trading instrument (Trading ES, create additional features for NQ, YM, Bonds, etc) 6.) NinjaTrader Integration Place orders with OCO Able to run the in re-play mode for back-testing 7.) Program Structure: Setup modular structure; model can be separated from Ninjatrader and configured with other system Instrument file with information on tick value, size, etc
ID e Projektit: 29055367

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13 propozime
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Aktive 3 yrs ago

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13 freelancers are bidding on average $1 120 USD for this job
Avatari i Përdoruesit
Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
$1 125 USD në 7 ditë
5,0 (43 përshtypje)
6,8
6,8
Avatari i Përdoruesit
hi...i m experienced in machine learning and implementing reinforcement learning....i would love to work on this interesting project with you. lets discuss in detail....thanks
$1 333 USD në 15 ditë
5,0 (86 përshtypje)
6,5
6,5
Avatari i Përdoruesit
Thanks for your posting. I am a senior machine learning/backend engineer. I would like to help you with the following experiences. - Developed the trading bot based on customer-specified trading rules(simple buy/sell rules only considering the near history). - RL training for ROS, marketing, and so on. - A robust understanding of stock trading and the ability to implement, integrated with ML/python engine. - A powerful python skills(Deep learning, Machine learning backend engineer.) Hopefully, give me a chance to help you. Thanks. Milind
$1 000 USD në 7 ditë
5,0 (11 përshtypje)
6,1
6,1
Avatari i Përdoruesit
Hello, I am Manana from Armenia Yerevan. I read your description in detail. I have experiences at web security and can help you. I am very excited on your project, and I am ready to start work immediately. I have skills: Django and python I am very experienced, have good skills, and also have much availability to work at anytime. I wish to work for you, please open chat with me. Thank you. I want to work with you for a long time
$1 125 USD në 7 ditë
5,0 (11 përshtypje)
4,4
4,4
Avatari i Përdoruesit
Hi!, I am a professional data scientist with 5 years of experience. I hold an MBA and first Degree in statistics which provides me with the necessary background to handle your project. I've carefully checked your requirements and really interested in this project. My fields of specialization are C# Programming, Python and Machine Learning (ML). I can deliver quality and superior work at a price we are both comfortable with and within the agreed timeline. Kindly consider my bid. Thank you
$1 000 USD në 2 ditë
4,9 (7 përshtypje)
3,8
3,8
Avatari i Përdoruesit
Good day prospective client. I am a senior software developer who is majorly focused on creating trading software/bot, some of which include: - MetaTrader 4,5 Expert Advisors and Indicators - Tradingview Pine script Strategy and Study - Thinkorswim Strategy and Study - Ninjatrader 7,8 Indicator and Strategy - TradeStation Easy Language, Multichart - Power Language - SierraChart - CTrader - Interactive Broker python and c# api - TD Ameritrade, Python API - Binance, Bitmex and other Crypto bots - Conversions amongst these platforms. In addition, I code for different currency pairs, multi-time frames, sessions and symbols. Please send me a message via chat and we can discuss the complete requirements of your project.
$1 000 USD në 7 ditë
3,9 (7 përshtypje)
4,6
4,6
Avatari i Përdoruesit
Hello, Thanks for posting, I read your description carefully. We already working on 2 reinforcement learning projects, one is AWS deepRacer and other is using RL to decide over delivery and under delivery of ad campaign in tV ads, ( STATE< AGENT<Combinatorics). We at TDI is team of Data Science experts from IITS/IISER and R&D Professionals from Software Industry. We are research oriented firm and mostly pick up projects with substance and have developed so many AI, Computer Vision, Machine Learning, NLP projects before such follows. - Facial Detection and Recognition - Vehicle Detection and Classification - Object Detection and Recognition - ALPR, ANPR, OCR - Human Detection and Counting - Text Generation and Classification - Auto ChatBot, Recommendation ... And i am good with libs and frameworks for Machine Learning, NLP and Computer Vision - OpenCV, NLTK, Spacy, Gensim, Transformers - Tensorflow, Keras, Pytorch, Caffe - Neural Network models, Resnet, VGG, Inception, Yolo, LSTM, RNN, GAN ... I am good with C/C++, Python, Java and other programming languages. So i can make perfect result for you in time with my skills. Hope to discuss more details with you soon. Best regards.
$1 125 USD në 6 ditë
4,5 (5 përshtypje)
3,6
3,6
Avatari i Përdoruesit
I am Qaiser. I have a strong grip on Data science ML, AI I am available 24/hr for clients. 23 projects already in AI, ML Data science with 100% perfect. come in chat and enjoy my services
$1 500 USD në 7 ditë
2,9 (4 përshtypje)
4,7
4,7
Avatari i Përdoruesit
Hi, We are probrAIn and we are based out of Toronto, Canada. probrAIn is founded by 3 members with a collective experience of 10 years in corporate settings with experiences ranging from data science/analytics, software development, and consulting. With our Masters from the University of Toronto, one of the Top 20 Universities of the world, and data science/analytics experiences in industries ranging from Telecom, Automotive, Health Care, Retail, FMCG, and Banking, we are set forth to leverage our skills to take on new freelancing projects. We have already worked with Canadian Big 5 Financial banks including TD Canada Trust, Scotiabank and CIBC. With our projects ranging from predicting net change in stock prices following an earnings call using Natural Language Processing to creating individual portfolio's using regression models. We were also winners of TD Financial Datathon where we competed against over 20 teams to predict the stock price change. With our expertise in Finance and Data Science, work experience in similar fields, me and my team are much capable of delivering the task within 2 weeks. Skills: Deep Learning, Reinforcement Learning (DDQN Algorithm, Evolutionary Algorithm), Python (Keras, Pytorch), SQL, C#
$835 USD në 15 ditë
0,0 (0 përshtypje)
0,0
0,0
Avatari i Përdoruesit
We have more than 10 years experience doing projects in Machine learning, Reinforcement learning and also payment network. In addition we developed some projects of reinforcement learning in C# and python. So we interested in your project and we could collaborate with each other. Please send us a message to provide more details.
$800 USD në 15 ditë
0,0 (0 përshtypje)
0,0
0,0
Avatari i Përdoruesit
Algorithmic trader with over 10 years of experience and over 30 doubled accounts, Ph.D. from University of Alberta in Computational Mathematics + Ms. Degree from MIPT. Leading small but highly seasoned team of developers. Successfully created ML/DL solution for rapid identification of DDoS attacks. Willing to take on this project and indeed deliver. Further consideration on implementation plan and details - let's discuss them at your earliest convenience. Best Regards and have a great day.
$1 125 USD në 5 ditë
0,0 (0 përshtypje)
0,0
0,0

Rreth klientit

Flamuri i UNITED STATES
Frisco, United States
5,0
1
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