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29 search results found

Awesome Deep Trading ⭐ 799

List of awesome resources for machine learning-based algorithmic trading

Stock Price Prediction Lstm ⭐ 425

OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network

Deep Rl Trading ⭐ 248

playing idealized trading games with deep reinforcement learning

Stock Trading Ml ⭐ 238

A stock trading bot that uses machine learning to make price predictions.

Web app to predict closing stock prices in real time using Facebook's Prophet time series algorithm with a multi-variate, single-step time series forecasting strategy.

Deeptrade ⭐ 211

A LSTM model using Risk Estimation loss function for stock trades in market

Time Series Forecasting Tensorflowjs ⭐ 69

Pull stock prices from online API and perform predictions using Long Short Term Memory (LSTM) with TensorFlow.js framework

Stock Price Trade Analyzer ⭐ 60

This is a Python 3.0 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.

Nowtrade ⭐ 57

Python library for backtesting technical/mechanical strategies in the stock and currency markets

Strtsmrt ⭐ 57

Stock price trend prediction with news sentiment analysis using deep learning

Going Deeper With Convolutional Neural Network For Stock Market Prediction ⭐ 46

Repository for Going Deeper with Convolutional Neural Network for Stock Market Prediction

Stock_price_prediction_with_rnns ⭐ 42

Implemented Recurrent Neural Networks in Keras with candlestick stock price information to predict future price movement.

Stock Market Prediction Using Neural Network Models (Backpropagation, RNN LSTM, RBF) using keras with Tensorflow backend

Sparkdeepmlpgadow30 ⭐ 36

A Deep Neural-Network based (Deep MLP) Stock Trading System based on Evolutionary (Genetic Algorithm) Optimized Technical Analysis Parameters (using Apache Spark MLlib)

Convolutional Networks For Stock Predicting ⭐ 33

This is a Machine Learning project using Convolutional Neural Network to predict the stock price. It is done after a project article by Ashwin Siripurapu from Stanford University but in a different way.

Stock Market Prediction Using Neural Networks And Genetic Algorithm ⭐ 33

Matlab Module for Stock Market Prediction using Simple NN

Forecasting 1.0 ⭐ 29

Predictive algorithm for forecasting the mexican stock exchange. Machine Learning approach to forecast price and Indicator behaviours of MACD, Bollinger and SuperTrend strategy

Machine Learning Stock Trading Risk Analysis (Spring 2017)

Stock Market Price Prediction ⭐ 25

Analysis of various deep learning based models for financial time series data using convolutions, recurrent neural networks (lstm), dilated convolutions and residual learning

Stock_prediction_model_using_attention_multilayer_rnn_lstm ⭐ 24

RNN - Stock Prediction Model using Attention Multilayer Recurrent Neural Networks with LSTM Cells

Armstrong ⭐ 23

Code implementation of "SENN: Stock Ensemble-based Neural Network for Stock Market Prediction using Historical Stock Data and Sentiment Analysis"

AI Trading assistant with professional trader approach

Sparkmlpdow30 ⭐ 22

A new stock trading and prediction model based on a MLP neural network utilizing technical analysis indicator values as features (using Apache Spark MLlib)

Stock Market Probabilities Deep Learning ⭐ 20

Tries to predict if a stock will rise or fall with a certain percentage through giving probabilities of what events it thinks will happen.

Stock Trading Using Machine Learning ⭐ 17

A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.

Deepdaytrade ⭐ 13

Stock Price Predictor

Stock_price_movement_prediction_rnn_cnn_ffnn ⭐ 12

The random forest, FFNN, CNN and RNN models are developed to predict the movement of future trading price of Netflix (NFLX) stock using transaction data from the Limit Order Book (LOB).

Stock_price_forecasting_hybrid_model ⭐ 11

Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)

Stock Prediction Using Artificial Neural Network ⭐ 10

Predict future price using historical data

Wall Street Bot ⭐ 10

chatbot for stock predictions utilizing machine learning

Stock Market Prediction Using Sentiment Analysis ⭐ 10

stock market predictions using sentiment analysis, a deep learning project(data and news based on pakistani stock exchange and news(Dawn news))

Stock Price Predictor ⭐ 9

Building an LSTM Recurrent Neural Network for Predicting Stock Market Prices.

Event Embedding Stock Prediction ⭐ 8

Model news data in short, medium and long term for stock price trend prediction

Stock Prediction Using Different Models ⭐ 8

A collection of notebooks and different prediction models that can predict the stock prices. Also a comparison of how all these models performed.

Neural Networks ⭐ 7

Forecasting the Financial Times Stock Exchange 100 Index using Neural Networks

Stock Price Predictor ⭐ 7

🤖 Predicting the stock price with LSTM (Deep Learning)

Financial_feature_engineering_cross_sample ⭐ 7

【Framework】Let the neural network 'freely' learn the relationship between different stocks. An intuitive example in quantitative finance, tensorflow 1.3.0.

Hackmit Stock Prediction ⭐ 7

Stock price prediction through market data and sentiment analysed twitter data

Python Ann Stock Market Predictor ⭐ 6

This is a basic stock market predictor built using artificial neural network and implemented in Python.

A Better Capitalist ⭐ 5

A better capitalist.

Stockprediction ⭐ 5

A neural network based stock prediction application written in PHP

Ml Finance ⭐ 5

Calculate technical indicators from historical stock data Create features and targets out of the historical stock data. Prepare features for linear models, xgboost models, and neural network models. Use linear models, decision trees, random forests, and neural networks to predict the future price of stocks in the US markets. Evaluate performance of the models in order to optimize them Get predictions with enough accuracy to make a stock trading strategy profitable.

Stock Market ⭐ 5

Stock Market Prediction & Trading Bot using AI

Predict Stock With Lstm ⭐ 5

LSTM network that predicts stock momentum

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