n33t1 / Currency-Movement-PredictionLinks
Using Sentiment Analysis from News Titles and Attention-based LSTM model to predict Foreign Exchange Market(Forex) movements.
☆13Updated 2 years ago
Alternatives and similar repositories for Currency-Movement-Prediction
Users that are interested in Currency-Movement-Prediction are comparing it to the libraries listed below
Sorting:
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 6 years ago
- This project explores stock trading modelling with the use recurrent neural network (RNN) with long-short term memory (LSTM) architecture…☆27Updated 6 years ago
- predict the price trend of individual stocks using deep learning and natural language processing☆76Updated 7 years ago
- Deep q learning on determining buy/sell signal and placing orders☆49Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆35Updated 7 years ago
- Reinforcement Learning in FX Trading☆28Updated 5 years ago
- Model news data in short, medium and long term for stock price trend prediction☆21Updated 7 years ago
- Using Machine Learning for live currency trading☆37Updated 6 years ago
- Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"☆19Updated 4 years ago
- An example and description to Reinforcement Learning DQN model and dataformats for trading☆16Updated 6 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆11Updated 2 years ago
- keywords - Kmeans Clustering, Tsne, PCA, Indian Stocks, Johansen test☆32Updated 6 years ago
- Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)☆20Updated 7 years ago
- 💲entiment Analysis of Tweets & predicting Stock 💹 prices based on user sentiments about # Amazon☆18Updated 7 years ago
- Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf☆93Updated 3 years ago
- ☆26Updated 2 years ago
- This project tries to use AI, specifically reinforcement learning, to manage a stock portfolio. The objective is to be practical. So this…☆19Updated 6 years ago
- ☆34Updated 6 years ago
- LSTM stock prediction and backtesting☆14Updated 5 years ago
- machine learning trading system using random decision tree to train the technical indicators☆10Updated 8 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆34Updated 2 years ago
- This project analysed financial data and designed trading strategies by machine learning models.☆10Updated 6 years ago
- Predicting stock price by using Hidden Markov model☆18Updated 7 years ago
- Machine learning trading method using meta-labeling. You can see the details in 'Advances in Financial Machine Learning' by Lopez de Prad…☆13Updated 3 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- Market Risk Management with Time Series Prediction of Stock Market Trends using ARMA, ARIMA, GARCH regression models and RNN for time ser…☆21Updated 7 years ago
- LSTM RNN for sentiment-based stock prediction☆65Updated 7 years ago
- (1) LSTM-RNN stock prices (historical closing precies of S&P500) prediction using keras with tensorflow. (2) Experiments APIs on the netw…☆24Updated 7 years ago
- ☆18Updated 6 years ago
- We used Machine learning techniques to evaluate past data pertaining to the stock market and world affairs of the corresponding time peri…☆77Updated 7 years ago