grudloff / stock_market_GANLinks
Reproduction of code described in the paper "Stock Market Prediction Based on Generative Adversarial Network" by Kang Zhang et al.
☆25Updated 4 years ago
Alternatives and similar repositories for stock_market_GAN
Users that are interested in stock_market_GAN are comparing it to the libraries listed below
Sorting:
- Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"☆19Updated 4 years ago
- Wasserstein GAN with gradient penalty (WGAN-GP) applied to financial time series.☆17Updated 6 years ago
- An attempt to implement the idea behind this paper: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0212320☆20Updated 3 years ago
- Stock Price Prediction with PCA and LSTM☆14Updated 4 years ago
- Market Risk Management with Time Series Prediction of Stock Market Trends using ARMA, ARIMA, GARCH regression models and RNN for time ser…☆21Updated 7 years ago
- Temporal Convolutional Neural Net for stock selection, using a Genetic Algorithm for feature selection☆33Updated 4 years ago
- RNN - Stock Prediction Model using Attention Multilayer Recurrent Neural Networks with LSTM Cells☆39Updated 7 years ago
- Deep Learning - Neural network (RNN, LSTM & GRU)☆66Updated 6 years ago
- Try to predict stock price with LSTM、GAN and DRL, exploring the features of news and technical indicators，which help improving perfomance…☆97Updated 5 years ago
- stock forecasting with sentiment variables(with lstm as generator and mlp as discriminator)☆35Updated 5 years ago
- Transformer and MultiTransformer layers for stock volatility forecasting purposes☆68Updated 3 years ago
- Multi-Factor Stock Profit Prediction Using EMD-ALSTM☆28Updated 5 years ago
- Time Series Classification with Convolutional Neural Network: Automated Trading by Pattern Recognition (Master's Thesis)☆19Updated 2 years ago
- Stock markets are an essential component of the economy. Their prediction naturally arouses afascination in the academic and financial w…☆21Updated 3 years ago
- Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)☆40Updated 2 years ago
- Deep Reinforcement Learning for Stock trading task☆20Updated 4 years ago
- Stock Prediction usning Transformer NN☆83Updated 6 years ago
- Comparative Analysis of Conv1D-LSTM with CNN , LSTM for Stock Price Prediction☆62Updated 6 years ago
- An Empirical Study of Optimal Combination of Algorithms for Prediction-Based Portfolio Optimization Model using Machine Learning over Co…☆11Updated 2 years ago
- Trained an LSTM model in python to predict prices after denoising the price signal using wavelet transformation method.☆8Updated 5 years ago
- Implement the model of Halperin and Feldshteyn for DJIA and SP500☆10Updated 6 years ago
- PHBS 2018 Machine Learning Class Project☆14Updated 6 years ago
- Intra day Stock Prediction 10 minutes into the future☆108Updated 5 years ago
- Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory☆91Updated 3 years ago
- Creating a graph that summarizes correlations between stocks and using a Graph Neural Network to encode that information to be utilized i…☆17Updated 2 years ago
- Financial time series forecast using dual attention RNN☆27Updated 6 years ago
- Build DDPG models and test on stock market☆22Updated 6 years ago
- Stock Market Prediction Using Unsupervised Features☆53Updated 6 years ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Updated 5 years ago
- https://arxiv.org/abs/2006.04992☆19Updated 3 years ago