zhoutf / finance_ganView external linksLinks
Wasserstein GAN with gradient penalty (WGAN-GP) applied to financial time series.
☆17Oct 17, 2018Updated 7 years ago
Alternatives and similar repositories for finance_gan
Users that are interested in finance_gan are comparing it to the libraries listed below
Sorting:
- ☆17Jan 27, 2022Updated 4 years ago
- This project is focus on stock prediction,our goal is implementing one trading framework using DRL with LSTM.☆11Jun 1, 2018Updated 7 years ago
- Machine Learning for Quantitative Finance☆25Jun 8, 2018Updated 7 years ago
- Implement the model of Halperin and Feldshteyn for DJIA and SP500☆10Apr 4, 2019Updated 6 years ago
- Stock Trading Model using Q Learning☆10Dec 16, 2020Updated 5 years ago
- Stock Market Prediction Using Unsupervised Features☆53Sep 15, 2018Updated 7 years ago
- This is a simple experiment designed to uncover which technical indicators are the most important.☆13Jan 11, 2019Updated 7 years ago
- ☆13Apr 28, 2019Updated 6 years ago
- Machine Learning for Asset Managers☆17Sep 28, 2020Updated 5 years ago
- 实行gamma scalping策略时的期权组合选择工具☆19Mar 10, 2019Updated 6 years ago
- A program to predict the stock market. ML Algorithms: Random Forest, Decision Trees ans also a CNN (TensorFlow) were implemented and thei…☆19Dec 30, 2018Updated 7 years ago
- Trading Bitcoin with Deep Reinforcement Learning☆19Dec 24, 2019Updated 6 years ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Mar 30, 2019Updated 6 years ago
- This is the example code for "Bitcoin and crypto trading with Artificial Intelligence" hackathon at Holberton school https://www.meetup.c…☆20Jul 1, 2018Updated 7 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Feb 24, 2018Updated 7 years ago
- ☆22Aug 10, 2022Updated 3 years ago
- # Bayesian-Regression-to-Predict-Bitcoin-Price-Variations Predicting the price variations of bitcoin, a virtual cryptographic currency. T…☆22Mar 28, 2018Updated 7 years ago
- Implementation of AFML Book☆22Jul 27, 2019Updated 6 years ago
- Visualization of the full depth of the order book along time☆21Dec 17, 2019Updated 6 years ago
- Intraday momentum strategy that buys (sells) leveraged ETFs late in the trading session following a significant intraday gain (loss) and …☆27Apr 23, 2024Updated last year
- By PyTorch☆142May 29, 2019Updated 6 years ago
- Build DDPG models and test on stock market☆22Nov 19, 2018Updated 7 years ago
- A model to generate time series data with the purpose of augmenting a dataset of various time series.☆63Jan 9, 2020Updated 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…☆114Oct 15, 2019Updated 6 years ago
- Using Python and Tushare financial database☆29May 17, 2024Updated last year
- This repository contains the agent-based stock market model☆25Feb 19, 2018Updated 7 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆27Nov 5, 2018Updated 7 years ago
- Usage of policy gradient reinforcement learning to solve portfolio optimization problems (Tactical Asset Allocation).☆33Apr 25, 2019Updated 6 years ago
- Financial Analysis and Algorithmic Trading Strategies in Python☆11Feb 16, 2023Updated 2 years ago
- This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture…☆28Apr 12, 2019Updated 6 years ago
- A tensorflow implementation of informative generative adversarial network (InfoGAN ) to one dimensional ( 1D ) time series data with a su…☆29Oct 21, 2018Updated 7 years ago
- ☆35Jan 1, 2025Updated last year
- A toolkit for composing self-learning algorithmic trading agents☆46Dec 5, 2024Updated last year
- Financial time series forecast using dual attention RNN☆27Jan 27, 2019Updated 7 years ago
- Implementation of the model from "Faster sorting algorithms discovered using deep reinforcement learning" that discovered an all-new ult…☆11Aug 29, 2023Updated 2 years ago
- RL algorithm for stock trading with multiple reward functions☆11Apr 21, 2024Updated last year
- AI-powered cryptocurrency trading bot built using deep reinforcement learning (DRL). The bot is designed as a research platform for devel…☆10Jan 18, 2025Updated last year
- List of portfolio management resources, using Reinforcement Learning.☆41Oct 20, 2023Updated 2 years ago
- A tensorflow implementation of GAN ( exactly InfoGAN or Info GAN ) to one dimensional ( 1D ) time series data.☆298Mar 24, 2024Updated last year