Algorithmic-Trading
Trading predictor
An algorithmic trading system using machine learning and historical stock data to predict price movements.
Algorithmic trading using machine learning.
113 stars
14 watching
74 forks
Language: Python
last commit: almost 7 years ago
Linked from 1 awesome list
algorithmic-tradingdata-miningdata-sciencedecision-treegoogle-financemachine-learningmatplotlibpandaspythonscikit-learnscipystock
grananqvist/awesome-quant-machine-learning-tradingRelated projects:
| Repository | Description | Stars |
|---|---|---|
 vivekpa/aialpha | This project trains machine learning models to predict stock returns using various algorithms and techniques. | 1,734 |
 robertmartin8/machinelearningstocks | A Python project applying machine learning to predict stock price movements based on historical data and fundamental analysis. | 1,764 |
 nazanin1369/stockpredictor | Uses machine learning and deep learning to predict stock movement based on historical data from Yahoo Finance. | 49 |
| vivekpa/introneuralnetworks | An educational project to teach machine learning and neural networks using stock price prediction as an example | 741 |
 sachink2010/automatedstocktrading-deepq-learning | A project implementing a reinforcement learning-based automated trading system to optimize stock portfolio management. | 263 |
 edtechre/pybroker | A Python framework for developing algorithmic trading strategies using machine learning and data science techniques. | 2,062 |
 achillesrasquinha/bulbea | A library for building machine learning models to predict stock prices and analyze market sentiment. | 2,052 |
 pskrunner14/trading-bot | An implementation of a stock trading bot using Deep Q-Learning to predict and make trades based on historical market data. | 983 |
 ha2emnomer/deep-trading | This is an implementation of a trading algorithm using RNNs to predict stock return prices based on S&P 500 index movements. | 32 |
 nourozr/stock-price-prediction-lstm | A Python project that uses LSTM recurrent neural networks to predict the average price of Apple Inc. stock based on historical data | 573 |
 sc4recoin/lstm-crypto-price-prediction | Predicts future cryptocurrency prices using machine learning and technical analysis techniques. | 291 |
 asavinov/intelligent-trading-bot | An automated trading system that uses machine learning to analyze historical data and generate buy-sell signals for cryptocurrencies. | 1,065 |
 shikhar1998/stock-market-prediction-using-neural-networks-and-genetic-algorithm | An AI model predicting stock market prices using neural networks and genetic algorithms | 77 |
 malhartakle/mastersdissertation | An experimental project comparing different machine learning algorithms and ensemble methods for predicting stock market trends. | 1 |
 tradingstrategy-ai/getting-started | A repository providing examples and tools for developing and backtesting algorithmic trading strategies in Python. | 59 |