ml-hongkong / stock2vec
Variational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history
β38Updated 7 years ago
Alternatives and similar repositories for stock2vec:
Users that are interested in stock2vec are comparing it to the libraries listed below
- π Stock embeddings based on PE contextβ74Updated 7 years ago
- Embedding stocks to vectors based on the price historyβ64Updated 8 years ago
- Tries to predict if a stock will rise or fall with a certain percentage through giving probabilities of what events it thinks will happenβ¦β24Updated 7 years ago
- Financial Time Series Price forecast using Keras for Tensorflow. RNN LSTMβ47Updated 8 years ago
- A bot for financial signalβ63Updated 7 years ago
- FMS, an agent-based Financial Market Simulatorβ104Updated 13 years ago
- CAIS++ Spring 2019 Project: Building an Agent to Trade with Reinforcement Learningβ40Updated 5 years ago
- Reinforcement Learning for Automated Tradingβ88Updated 8 years ago
- In this project we try to forecast S&P 500 stocks with machine learning and time series methodsβ29Updated 7 years ago
- β169Updated 7 years ago
- Using Q-learning to better navigate orderbooks.β21Updated 7 years ago
- Using the Quandl API to (try) to apply ML to the stock marketβ13Updated 8 years ago
- Hedging portfolios with reinforcement learning.β35Updated 7 years ago
- Deep Time Series Code (Stock Sentiment Prediction)β82Updated 7 years ago
- Jupyter (IPython) notebooks for exploring mixture modelsβ36Updated 7 years ago
- Autoencoder framework for portfolio selection (paper published by J. B. Heaton, N. G. Polson, J. H. Witte.)β132Updated 4 years ago
- an implementation of reinforcement learning problem, stock pricesβ10Updated 8 years ago
- [Recurrent Weighted Average](https://arxiv.org/abs/1703.01253) [Jared Ostmeyer et.al, 2017] heavily based on https://gist.github.com/shamβ¦β10Updated 7 years ago
- Machine Learning for Financial Market Predictionβ58Updated 6 years ago
- β8Updated 8 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.β22Updated 6 years ago
- Automatically generate Support & Resistance Lines on chartsβ20Updated 8 years ago
- Stock prediction project using Recurrent Neural Network and LSTMβ43Updated 8 years ago
- ALGORITHM TRADING AND STOCK PREDICTION USING MACHINE LEARNINGβ15Updated 6 years ago
- WaveNet model applied to intra-day Bitcoin exchange forcastingβ54Updated 6 years ago
- Devise: An Alternative Exchange Containing Assets Engineered To Help Fund Managers Hunt Alphaβ27Updated 6 years ago
- Supporting repository for ICLR 2017 paper submission.β17Updated 8 years ago
- tabular q learning for tradingβ11Updated 6 years ago
- My approaches to Financial Forecasting Challenge by G-Researchβ43Updated 6 years ago
- Reinforcement learning environment for tradingβ15Updated 7 years ago