MachineLearningStocks

Stock predictor

A Python project applying machine learning to predict stock price movements based on historical data and fundamental analysis.

Using python and scikit-learn to make stock predictions

GitHub

2k stars
116 watching
511 forks
Language: Python
last commit: 5 months ago
Linked from 1 awesome list

algorithmic-tradingdata-scienceguidehistorical-stock-fundamentalsmachine-learningpythonquantitative-financescikit-learnsklearnstockstock-predictionstock-pricestradingtutorialyahoo-finance

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
vivekpa/introneuralnetworks An educational project to teach machine learning and neural networks using stock price prediction as an example 741
vivekpa/aialpha This project trains machine learning models to predict stock returns using various algorithms and techniques. 1,734
achillesrasquinha/bulbea A library for building machine learning models to predict stock prices and analyze market sentiment. 2,052
nazanin1369/stockpredictor Uses machine learning and deep learning to predict stock movement based on historical data from Yahoo Finance. 49
lastancientone/deep_learning_machine_learning_stock An in-depth analysis and experimentation of stock market prediction using machine learning and deep learning techniques. 1,254
malhartakle/mastersdissertation An experimental project comparing different machine learning algorithms and ensemble methods for predicting stock market trends. 1
sravb/algorithmic-trading An algorithmic trading system using machine learning and historical stock data to predict price movements. 113
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
shikhar1998/stock-market-prediction-using-neural-networks-and-genetic-algorithm An AI model predicting stock market prices using neural networks and genetic algorithms 77
keon/deepstock An experimental project exploring the use of deep learning to analyze and predict stock market trends. 470
timestocome/test-stock-prediction-algorithms An experimental repository exploring time series analysis and prediction techniques using various machine learning approaches. 421
microprediction/timemachines Provides a simple and unified interface to various univariate time-series prediction algorithms 405
jmrichardson/tuneta Automates optimization of technical indicators for machine learning models in finance 413
hamid-nasiri/vmd-mfrfnn An implementation of a multi-step-ahead stock price prediction algorithm using recurrent fuzzy neural networks and variational mode decomposition. 48
scottfreellc/alphapy An autoML framework for building and analyzing trading systems and sports betting models using machine learning algorithms. 1,160