rishipython / StockTradingAI
This project is a Stock Trader trained to trade stocks from the S&P 500. It was made using a Deep Q-Learning model and libraries such as TensorFlow, Keras, and OpenAI Gym. It was trained on data from 2006-2016, cross validated on data from 2016-2018, and tested on data from 2018-2021
☆21Updated 3 years ago
Alternatives and similar repositories for StockTradingAI:
Users that are interested in StockTradingAI are comparing it to the libraries listed below
- Downloads live and historical forex data using python☆16Updated 4 years ago
- 😲🤑Method for Investors and Traders to make Buying and Selling Decisions. 😄Fundamental hare Market Analysis is about using Real data to…☆62Updated 4 years ago
- trading strategy is a fixed plan to go long or short in markets, there are two common trading strategies: the momentum strategy and the …☆57Updated 4 years ago
- Statistical Arbitrage script using OANDA's API for autotrading Forex☆21Updated 5 years ago
- High Frequency Trading (HFT) done using the Alpaca Trade API and Python.☆25Updated 5 years ago
- ☆44Updated 3 years ago
- trade ES Futures Options☆33Updated 4 years ago
- Tools for stock options trading: finding best cash covered put and covered call to see, find best call to buy, etc. Keywords: Implied Vo…☆40Updated 4 years ago
- tools for finding/selecting options using the e*trade developer API☆41Updated last year
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆65Updated 5 years ago
- Trading Pal is a innovative ai trading assistant developed by Dectrick McGee. using advanced natural language processing technology, spec…☆60Updated last year
- An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms☆40Updated 6 years ago
- A simple dashboard for graphing tensortrade simulations☆28Updated 4 years ago
- forex trading with reinforcement learning☆22Updated 2 years ago
- Predicting Profitable Day Trading Positions using Decision Tree Classifiers. scikit-learn | Flask | SQLite3 | pandas | MLflow | Heroku | …☆58Updated 3 years ago
- An End-to-end LSTM deep learning model to predict FX rate and then use it in an algorithmic trading bot☆99Updated 4 years ago
- DQN RL Trading bot for bitcoin☆34Updated last year
- Different quantitative trading models research☆53Updated last month
- Dαrwinex Alpha Team's Open Source R&D Pipeline for DARWIN Portfolio Management: The Mendel Framework, in Python 3 (www.darwinex.com)☆22Updated 4 years ago
- Stock trading bot using Alpaca API☆16Updated 5 years ago
- Stock Market Prediction & Trading Bot using AI☆53Updated 4 years ago
- This repository enables traders/investors to spot undervalued stocks automatically in the market efficiently to help them maximise their …☆77Updated last year
- 🤖💹 algorithmic trading strategy built backtested using backtrader and python, optimizing risk-adjusted returns with a bollinger mean-re…☆13Updated 4 years ago
- Stock and Forex market prediction using ML and time-series modelling☆36Updated 6 years ago
- A software to shortlist and find the best options spread available for a given stock and help it visualise using payoff graphs.☆87Updated last year
- Automated trading bot with Functional GUI using an integrated deep learning model to predict stock prices and flag buy and sell periods.☆12Updated 3 years ago
- A simple python script to parse the trades from a TradingView strategy and determine the approprite leverage to use according to the Kell…☆36Updated 6 years ago
- Platform providing market news & forecasting tools for forex traders. Uses LSTM model to predict exchange rates using historical OHLC dat…☆16Updated 3 years ago
- Next-gen framework for backtesting, algorithmic trading, and research. Blazingly fast. Super accurate. Pandas friendly.☆18Updated 3 years ago