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The Top 23 Stock Lstm Open Source Projects

Open source projects categorized as Stock Lstm
Stock Prediction Models ⭐ 6,233
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
most recent commit a year ago
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
most recent commit a year ago
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
most recent commit 2 years ago
Stock Rnn ⭐ 1,339
Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
most recent commit 2 years ago
Stockpriceprediction ⭐ 1,132
Stock Price Prediction using Machine Learning Techniques
most recent commit 9 months ago
Personae ⭐ 1,034
📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
most recent commit 5 years ago
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
most recent commit 3 months ago
Stock Price Prediction Lstm ⭐ 425
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
most recent commit a year ago
Stocks_rnn ⭐ 405
Stock price prediction with LSTMs in TensorFlow
most recent commit 8 years ago
Stock Prediction Deep Neural Learning ⭐ 385
Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting
most recent commit 4 months ago
Stock_predict_with_lstm ⭐ 286
Predict stock with LSTM supporting pytorch, keras and tensorflow
most recent commit 3 years ago
Lstm_rnn_tutorials_with_demo ⭐ 268
LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow
most recent commit 5 years ago
Stock Trading Ml ⭐ 238
A stock trading bot that uses machine learning to make price predictions.
most recent commit 3 years ago
Deeptrade_keras ⭐ 215
most recent commit 4 years ago
Deeptrade ⭐ 211
A LSTM model using Risk Estimation loss function for stock trades in market
most recent commit 4 years ago
Stock Market Forecasting ⭐ 136
Forecasting directional movements of stock prices for intraday trading using LSTM and random forest
most recent commit 3 years ago
Real Time Stock Market Prediction Using Ensemble Dl And Rainbow Dqn ⭐ 125
most recent commit 8 months ago
Stock Market Trend Analysis Using Hmm Lstm ⭐ 116
Stock Market Trend Analysis Using Hidden Markov Model and Long Short Term Memory
most recent commit 3 years ago
Stocker ⭐ 108
Stock Price Prediction
total releases 13most recent commit a year ago
Stock Price Predictor ⭐ 107
This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
most recent commit 6 years ago
Hs300_stock_predict ⭐ 98
该项目用于对沪深300股票的预测，包括股票下载，数据清洗，LSTM 模型的训练，测试，以及实时预测
most recent commit 3 years ago
Copper_price_forecast ⭐ 73
copper price(time series) prediction using bpnn and lstm
most recent commit 6 years ago
Time Series Forecasting Of Amazon Stock Prices Using Neural Networks Lstm And Gan ⭐ 71
Project analyzes Amazon Stock data using Python. Feature Extraction is performed and ARIMA and Fourier series models are made. LSTM is used with multiple features to predict stock prices and then sentimental analysis is performed using news and reddit sentiments. GANs are used to predict stock data too where Amazon data is taken from an API as Generator and CNNs are used as discriminator.
most recent commit 4 years ago
The 3 Latest Releases In Stock Lstm Open Source Projects
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