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64 search results found

Stock Prediction Models ⭐ 6,233

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Lstm Neural Network For Time Series Prediction ⭐ 4,220

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

Stockpredictionai ⭐ 3,235

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good q

Stock Rnn ⭐ 1,339

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

Stockpriceprediction ⭐ 1,132

Stock Price Prediction using Machine Learning Techniques

Stock Price Prediction Lstm ⭐ 425

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

Stocks_rnn ⭐ 405

Stock price prediction with LSTMs in TensorFlow

Stock Prediction Deep Neural Learning ⭐ 385

Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

Stock_predict_with_lstm ⭐ 286

Predict stock with LSTM supporting pytorch, keras and tensorflow

Stock Trading Ml ⭐ 238

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

Deeptrade_keras ⭐ 215

Deeptrade ⭐ 211

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

Real Time Stock Market Prediction Using Ensemble Dl And Rainbow Dqn ⭐ 125

Stock Market Trend Analysis Using Hmm Lstm ⭐ 116

Stock Market Trend Analysis Using Hidden Markov Model and Long Short Term Memory

Stocker ⭐ 108

Stock Price Prediction

Stock Price Predictor ⭐ 107

This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.

Copper_price_forecast ⭐ 73

copper price(time series) prediction using bpnn and lstm

Time Series Forecasting Tensorflowjs ⭐ 69

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

Treasurebot ⭐ 62

A bot for financial signal

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.

Automatic trading bot (WIP)

Stock Price Predict ⭐ 52

Implementation of seq2seq with attention in keras

Lstm_stock ⭐ 41

基于LSTM的股票数据分析，数据来源于Tushare

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

Stock Prediction ⭐ 37

LSTM RNN for sentiment-based stock prediction

Stock Predict By Rnn Lstm ⭐ 36

Stock prediction project using Recurrent Neural Network and LSTM

Rnn Stocks Prediction ⭐ 30

Another attempt to use Deep-Learning in the financial markets

Tesla Stocks Prediction ⭐ 29

The implementation of LSTM in TensorFlow used for the stock prediction.

Stock market prediction using Keras

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

Machine Learning Stock Trading Risk Analysis (Spring 2017)

Paper Implementation Dstp Rnn For Stock Prediction Based On Da Rnn ⭐ 24

基於DA-RNN之DSTP-RNN論文試做(Ver1.0)

Stock_prediction_model_using_attention_multilayer_rnn_lstm ⭐ 24

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

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

Stock Prediction ⭐ 22

Implementation of stock technical indicators and deep LSTM for closing price 30-day lookahead predictions (for learning purposes only).

Stock Predictor V4 ⭐ 21

A reinforcement learning model specialized in stock prediction utilizing deep learning techniques, incorporating reward mechanisms, compatible with any machine equipped with Python.

Base On Relation Method Extract News Da Rnn Model For Stock Prediction Pytorch ⭐ 21

基於關聯式新聞提取方法之雙階段注意力機制模型用於股票預測

Tutorials ⭐ 19

Machine Learning Tutorials & Fundamentals

Stock Analyser ⭐ 17

📈 Stocks technical analysis code collection and Stocks data platform.

Tradingofartificialintelligence ⭐ 17

人工智能量化交易

Forecast Of Time Series With Stock Data ⭐ 16

Comparative Analysis of Techniques for Forecasting Time Series in Financial Markets

A financial deep learning library for stocks price prediction and comparison with traditional investment strategies. The Library is based on LSTM-Neural Networks and Conv1D + LSTM Neural Networks. Investments are subject to market risks, The AUTHOR HOLDS NO RESPONSIBILITY for any financial loss.

Recurrent Neural Networks To Predict Google Stock Price ⭐ 15

I tried to predict google stock price using LSTMs

Stock Prediction Algorithm Based On Machine Learning ⭐ 14

基于机器学习的股票投资算法，使用到了Auto-ARIMA、LSTM、SVM、Prophet、朴素贝叶

Stock Prediction ⭐ 13

stock predict by cnn and lstm

Investsmart Stock Market Predictor ⭐ 12

A web app implemeted with ML algo to make prediction on stock data, made on Django framework.(Stock-Market-predictor)

Analysis Of Stock High Frequent Data With Lstm ⭐ 11

A simply framework of researching stock data through LSTM by Tensorflow

Stock_price_forecasting_hybrid_model ⭐ 11

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

Predicting The Closing Stock Price Of Apple Using Lstm ⭐ 10

In this project we will be looking at data from the stock market, particularly some technology stocks. We will learn how to use pandas to get stock information, visualize different aspects of it, and finally we will look at a few ways of analyzing the risk of a stock, based on its previous performance history.

Rnn_lstm_stock_model ⭐ 10

Using recurrent neural networks with LSTM cells to predict stock prices. Takes into account twitter trends.

Final Year Machine Learning Stock Price Prediction Project ⭐ 9

Final Year B.tech Project on Machine Learning Stock Prediction through Deep Learning

Stock Price Predictor ⭐ 9

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

Zfundpredictor ⭐ 8

A Fund Price Prediction Framework (LSTM-based, web scraping included) 天天基金网爬虫+基金预测

Machine Learning for Trading

Stock_price_predictor ⭐ 7

Stock Price Predictor with Deep Learning

Stocks Prediction ⭐ 7

Predicting stocks and commodity prices using Python

Stock Price Predictor ⭐ 7

🤖 Predicting the stock price with LSTM (Deep Learning)

Daytrading Rnn ⭐ 7

a day trading strategy based on lstm

Ik1701_fyp ⭐ 6

Stock Market Prediction with Social Media and News Data through a Deep Learning Model

Stock Price Specific Lstm ⭐ 6

This is a basic LSTM application on stock (securities) market. The project uses Keras+ Tensorflow.

Predicting Stock Prices With Lstm Keras ⭐ 6

Stock Price Predictor Bist100 ⭐ 6

Practicing LSTM models on Keras. Predicting stock price trends of BIST100 [Oct 22, 2017 - Apr 22, 2018]

Stock Market ⭐ 5

Stock Market Prediction & Trading Bot using AI

Lstm Trader ⭐ 5

Implementation of Q learning in stock day trading.

Predict Stock With Lstm ⭐ 5

LSTM network that predicts stock momentum

Rnn_lstm_trading_model ⭐ 5

This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture. This is for single stock prediction and backtesting, another RNN LSTM network and backtester for multiple-stock portfolio will be added soon.

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