sonaam1234 / DeepLearningInFinance
☆278Updated 7 years ago
Alternatives and similar repositories for DeepLearningInFinance:
Users that are interested in DeepLearningInFinance are comparing it to the libraries listed below
- Autoencoder framework for portfolio selection (paper published by J. B. Heaton, N. G. Polson, J. H. Witte.)☆129Updated 4 years ago
- ☆168Updated 7 years ago
- Applying Reinforcement Learning in Quantitative Trading☆343Updated 9 months ago
- Companion code for the "Self Learning Quant" blog post☆256Updated 7 years ago
- Reinforcement Learning for Portfolio Management☆455Updated 6 years ago
- A LSTM model using Risk Estimation loss function for stock trades in market☆312Updated 4 years ago
- Financial Portfolio Optimization Routines in Python☆306Updated 2 years ago
- ☆113Updated 7 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆552Updated 4 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆310Updated 7 years ago
- In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.☆246Updated 5 years ago
- This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated …☆208Updated last year
- Mostly experiments based on "Advances in financial machine learning" book☆543Updated 4 years ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆550Updated 3 years ago
- Source code for the blog post on the evolution of the asset allocation methods☆212Updated 5 years ago
- This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow☆754Updated 3 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆218Updated last year
- Advances in Financial Machine Learning☆766Updated last year
- Environment for reinforcement-learning algorithmic trading models☆704Updated 6 years ago
- A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fi…☆234Updated 5 months ago
- Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory☆89Updated 2 years ago
- Implementations of FX trading with RRL☆64Updated 6 years ago
- This trading-gym is the first trading for agent to train with episode of short term trading itself.☆230Updated last year
- Deep Reinforcement Learning based Trading Agent for Bitcoin☆754Updated 6 years ago
- An open source library for portfolio optimisation☆358Updated 9 months ago
- Learning to trade under the reinforcement learning framework☆502Updated 8 years ago
- CSCI 599 deep learning and its applications final project☆152Updated 5 years ago
- Implementations for my blog post [here](https://medium.com/@TalPerry/deep-learning-the-stock-market-df853d139e02#.flflpo3xf)☆260Updated 7 years ago