sonaam1234 / DeepLearningInFinanceLinks
☆278Updated 8 years ago
Alternatives and similar repositories for DeepLearningInFinance
Users that are interested in DeepLearningInFinance are comparing it to the libraries listed below
Sorting:
- This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow☆762Updated 4 years ago
- Applying Reinforcement Learning in Quantitative Trading☆351Updated last year
- A LSTM model using Risk Estimation loss function for stock trades in market☆320Updated 5 years ago
- Using multidimensional LSTM neural networks to create a forecast for Bitcoin price☆343Updated 8 years ago
- Companion code for the "Self Learning Quant" blog post☆258Updated 7 years ago
- Reinforcement Learning for Portfolio Management☆475Updated 7 years ago
- ☆170Updated 7 years ago
- Use deep learning, genetic programming and other methods to predict stock and market movements☆430Updated 4 years ago
- Use Tensorflow to run CNN for predict stock movement. Hope to find out which pattern will follow the price rising.☆462Updated 8 years ago
- Using deep actor-critic model to learn best strategies in pair trading☆320Updated 8 years ago
- Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/17…☆565Updated 5 months ago
- Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.☆567Updated 4 years ago
- Autoencoder framework for portfolio selection (paper published by J. B. Heaton, N. G. Polson, J. H. Witte.)☆133Updated 4 years ago
- ☆229Updated 5 years ago
- ☆116Updated 8 years ago
- Mostly experiments based on "Advances in financial machine learning" book☆556Updated 4 years ago
- Machine Learning for finance and investment introduction☆259Updated 7 years ago
- A long term short term memory recurrent neural network to predict forex data time series☆311Updated 4 years ago
- Reinforcement Learning for finance☆188Updated 8 years ago
- Environment for reinforcement-learning algorithmic trading models☆713Updated 7 years ago
- A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fi…☆240Updated last year
- Implementations for my blog post [here](https://medium.com/@TalPerry/deep-learning-the-stock-market-df853d139e02#.flflpo3xf)☆257Updated 8 years ago
- Source code for the blog post on the evolution of the asset allocation methods☆216Updated 5 years ago
- Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock sel…☆614Updated 2 years ago
- Backtesting toolbox for trading strategies - DEPRECATED☆111Updated 5 years ago
- Learning to trade under the reinforcement learning framework☆513Updated 8 years ago
- An environment to high-frequency trading agents under reinforcement learning☆283Updated 8 years ago
- Financial Portfolio Optimization Routines in Python☆310Updated 3 years ago
- CSCI 599 deep learning and its applications final project☆156Updated 6 years ago
- Implementations of FX trading with RRL☆64Updated 6 years ago