Zymrael / wattnet-fx-tradingLinks
WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series
☆73Updated 5 years ago
Alternatives and similar repositories for wattnet-fx-trading
Users that are interested in wattnet-fx-trading are comparing it to the libraries listed below
Sorting:
- Time series prediction using dilated causal convolutional neural nets (temporal CNN)☆239Updated 3 years ago
- Deep Adaptive Input Normalization for Time Series Forecasting☆133Updated 3 years ago
- Rapid large-scale fractional differencing with NVIDIA RAPIDS and GPU to minimize memory loss while making a time series stationary. 6x-40…☆57Updated 5 years ago
- Financial time series forecast using dual attention RNN☆27Updated 6 years ago
- MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)☆94Updated 4 years ago
- Time-series Generative Adversarial Networks (fork from the ML-AIM research group on bitbucket))☆123Updated 3 years ago
- Neural Time Series Analysis☆14Updated 2 years ago
- Necessary code to reproduce the experiment in "Mitigating Overfitting with Generative Adversarial Networks"☆37Updated 2 years ago
- (Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"☆16Updated 7 years ago
- Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using TensorFlow.☆94Updated 2 years ago
- Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971☆59Updated 2 years ago
- A simple implementation of the WaveNet model for time series forecasting☆26Updated 7 years ago
- Materials related to the Medium article "Predicting Stock Prices with Echo State Networks".☆52Updated 4 years ago
- Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory☆92Updated 3 years ago
- Probabilistic and Directional Relu Wavenet with forex and economic news data☆25Updated 5 years ago
- Wasserstein GAN with gradient penalty (WGAN-GP) applied to financial time series.☆17Updated 6 years ago
- ☆29Updated 5 years ago
- Probabilistic Multivariate Time Series Forecast using Deep Learning☆96Updated 6 years ago
- Python 3.6+ (only)☆113Updated 6 years ago
- As described in Advances of Machine Learning by Marcos Prado.☆121Updated 2 years ago
- Multivariate Adaptive Regression Splines for Time Series Prediction☆18Updated 2 years ago
- Generative Adversarial Network to create synthetic time series☆23Updated 5 years ago
- Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis☆36Updated 6 years ago
- A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆111Updated last year
- Recurrent Neural Filters for Time Series Prediction☆23Updated 5 years ago
- A Keras-based library for analysis of time series data using deep learning algorithms.☆117Updated 7 years ago
- A place to implement state of the art deep learning methods for temporal modelling using python and MXNet.☆64Updated 5 years ago
- ☆43Updated last year
- WaveNet model applied to intra-day Bitcoin exchange forcasting☆55Updated 6 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago