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Search results for lstm stock price prediction

stock-price-prediction x

32 search results found

Stock Prediction Models ⭐ 6,233

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

Aialpha ⭐ 1,618

Use unsupervised and supervised learning to predict stocks

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

Personae ⭐ 1,034

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis ⭐ 460

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation

Stocks_rnn ⭐ 405

Stock price prediction with LSTMs in TensorFlow

Stockprediction ⭐ 176

Plain Stock Close-Price Prediction via Graves LSTM RNNs

Stocker ⭐ 108

Stock Price Prediction

Stock_prediction ⭐ 77

基于神经网络的通用股票预测模型 A general stock prediction model based on neural networks

Wsae Lstm ⭐ 61

implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)

Automatic trading bot (WIP)

Recurrent Neural Network Pricing Model ⭐ 42

Price Prediction Case Study predicting the Bitcoin price and the Google stock price using Deep Learning, RNN with LSTM layers with TensorFlow and Keras in Python. (Includes: Data, Case Study Paper, Code)

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

Tesla Stocks Prediction ⭐ 29

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

Stock market prediction using Keras

Investment Portfolio Optim ⭐ 27

An investment portfolio of stocks is created using Long Short-Term Memory (LSTM) stock price prediction and optimized weights. The performance of this portfolio is better compared to an equally weighted portfolio and a market capitalization-weighted portfolio.

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 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.

Stock Market Predictor ⭐ 16

Stock Market Predictor with LSTM network. Web scraping and analyzing tools (ohlc, mean)

Forecast Of Time Series With Stock Data ⭐ 16

Comparative Analysis of Techniques for Forecasting Time Series in Financial Markets

💰 Interactive dashboard for Stock Market Investments

Stockpredictionwithsentiment ⭐ 12

This repository delineates the affect of social perception on the stock price of a company

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)

Project Stonks ⭐ 10

The project aims to predict the stock prices of a given company using LSTM networks

Stock Price Predictor ⭐ 9

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

Machine Learning for Trading

Stock Price Predictor ⭐ 7

🤖 Predicting the stock price with LSTM (Deep Learning)

Stock Price Specific Lstm ⭐ 6

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

Stock Market Prediction ⭐ 6

An attempt to predict the Stock Market Price using Long Short Term memory and plot its chart. By tweaking different hyper parameters, we get different trained models. The aim of this project is to identify the relation hidden in these hyper parameters.

Tesla Stock Price Pred ⭐ 6

Tesla’s stock price is predicted over some months using an LSTM model. Tweets about Tesla are used to improve prediction accuracy.

Predicting Indian Stocks Price With Stacked Lstm ⭐ 6

Predicting Indian stock prices using Stacked LSTM model. Analysing Reliance, Tata Steel, HDFC Bank, Infosys data. Data prep, EDA, hyperparameter tuning.

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