mpstewart1 / EchoStateNetworksLinks
Materials related to the Medium article "Predicting Stock Prices with Echo State Networks".
☆51Updated 5 years ago
Alternatives and similar repositories for EchoStateNetworks
Users that are interested in EchoStateNetworks are comparing it to the libraries listed below
Sorting:
- As described in Advances of Machine Learning by Marcos Prado.☆121Updated 3 years ago
- WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series☆73Updated 5 years ago
- implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)☆78Updated 2 years ago
- Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory☆93Updated 3 years ago
- Multivariate Adaptive Regression Splines for Time Series Prediction☆18Updated 2 years ago
- Implementing a Generative Adversarial Network on the Stock Market☆121Updated 3 years ago
- Time series prediction using dilated causal convolutional neural nets (temporal CNN)☆239Updated 3 years ago
- Stock Market Prediction Using Unsupervised Features☆53Updated 7 years ago
- Reinforcement Learning for Automated Trading☆90Updated 8 years ago
- Deep learning for forecasting company fundamental data☆141Updated 6 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 6 years ago
- Using Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using TensorFlow.☆96Updated 2 years ago
- Deep Reinforcement Learning For Trading☆107Updated last year
- Evaluation of Hybrid MODWT-MARS framework for financial time series forecasting☆18Updated last year
- WaveNet model applied to intra-day Bitcoin exchange forcasting☆55Updated 6 years ago
- Deep q learning on determining buy/sell signal and placing orders☆50Updated 6 years ago
- CSCI 599 deep learning and its applications final project☆156Updated 6 years ago
- (Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"☆16Updated 7 years ago
- Materials for blogs and conferences☆69Updated 4 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆33Updated 2 years ago
- ☆65Updated 7 years ago
- A Deep Reinforcement Learning Challenge on Forex Portfolio Management☆151Updated last year
- Transformers for limit order books☆117Updated 5 years ago
- Necessary code to reproduce the experiment in "Mitigating Overfitting with Generative Adversarial Networks"☆37Updated 2 years ago
- Stock Price Predictor☆31Updated 6 years ago
- Stock price trend analysis using Fourier transform☆44Updated 6 years ago
- Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019☆224Updated 2 years ago
- Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)☆42Updated 2 years ago
- Unsupervised machine learning Principal Component Analysis (PCA) on the Dow Jones Industrial Average index and it's respective 30 stocks …☆75Updated 5 years ago
- Demo for the application of RL to non-stationary effects☆45Updated 5 years ago