A stock trading bot that uses machine learning to make price predictions.
☆664May 18, 2022Updated 3 years ago
Alternatives and similar repositories for stock-trading-ml
Users that are interested in stock-trading-ml are comparing it to the libraries listed below
Sorting:
- Stock Trading Bot using Deep Q-Learning☆1,144Dec 3, 2023Updated 2 years ago
- Using python and scikit-learn to make stock predictions☆1,930Jun 17, 2024Updated last year
- OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network☆617Mar 30, 2023Updated 2 years ago
- Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.☆1,716Mar 1, 2024Updated 2 years ago
- Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting☆665Dec 28, 2025Updated 2 months ago
- Introducing neural networks to predict stock prices☆773Aug 3, 2019Updated 6 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆690Nov 6, 2024Updated last year
- Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations☆9,217Apr 16, 2023Updated 2 years ago
- Automatically identifies support and resistance lines on a stock chart using reversal points, displays candlestick chart.☆319Apr 26, 2023Updated 2 years ago
- Forecasting directional movements of stock prices for intraday trading using LSTM and random forest☆528Jul 12, 2021Updated 4 years ago
- Stock Price Prediction using Machine Learning Techniques☆1,517Aug 8, 2023Updated 2 years ago
- High Frequency Trading Price Prediction using LSTM Recursive Neural Networks☆805May 21, 2016Updated 9 years ago
- Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot☆355Aug 10, 2021Updated 4 years ago
- Hands-On Machine Learning for Algorithmic Trading, published by Packt☆1,803Jan 18, 2023Updated 3 years ago
- Python AutoML for Trading Systems and Sports Betting☆1,697Aug 24, 2025Updated 6 months ago
- Programs for stock prediction and evaluation☆372Feb 11, 2026Updated 3 weeks ago
- Web app to predict closing stock prices in real time using Facebook's Prophet time series algorithm with a multi-variate, single-step tim…☆336Oct 18, 2023Updated 2 years ago
- This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in …☆1,050Aug 13, 2023Updated 2 years ago
- List of awesome resources for machine learning-based algorithmic trading☆1,841Aug 8, 2023Updated 2 years ago
- LSTM stock prediction and backtesting☆14Jan 11, 2020Updated 6 years ago
- web-based technical screener for candlestick patterns using Python and Flask☆630Apr 7, 2023Updated 2 years ago
- Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau☆1,970May 4, 2025Updated 10 months ago
- fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!☆1,741Sep 15, 2023Updated 2 years ago
- Deep Learning based Python Library for Stock Market Prediction and Modelling☆2,259Jan 17, 2021Updated 5 years ago
- Quant/Algorithm trading resources with an emphasis on Machine Learning☆3,496May 21, 2025Updated 9 months ago
- Simple to use interfaces for basic technical analysis of stocks.☆368Dec 28, 2023Updated 2 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆106Dec 8, 2022Updated 3 years ago
- low code backtesting library utilizing pandas and technical analysis indicators☆527Feb 17, 2026Updated 2 weeks ago
- Multi-asset, multi-strategy, event-driven trading platform for running low to medium freq strategies at many venues simultaneously with p…☆644Jul 6, 2023Updated 2 years ago
- Deep Q-learning driven stock trader bot☆904Nov 26, 2023Updated 2 years ago
- Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock sel…☆624Mar 25, 2023Updated 2 years ago
- Use unsupervised and supervised learning to predict stocks☆1,905Jun 18, 2020Updated 5 years ago
- Trading Environment(OpenAI Gym) + DDQN (Keras-RL)☆421Dec 8, 2022Updated 3 years ago
- Alpaca algo stock trading bot☆188Mar 27, 2022Updated 3 years ago
- Machine Learning for Algorithmic Trading, Second Edition - published by Packt☆1,538Mar 2, 2026Updated last week
- Analysis on systematic trading strategies (e.g., trend-following, carry and mean-reversion). The result is regularly updated.☆682Updated this week
- Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets…☆1,198Sep 5, 2020Updated 5 years ago
- ☆401Dec 15, 2025Updated 2 months ago
- Small package that helps to find support and resistance levels and plot them on chart☆458Jul 6, 2023Updated 2 years ago