umeshpalai / AlgorithmicTrading-MachineLearningLinks
Deep Learning - Neural network (RNN, LSTM & GRU)
☆65Updated 7 years ago
Alternatives and similar repositories for AlgorithmicTrading-MachineLearning
Users that are interested in AlgorithmicTrading-MachineLearning are comparing it to the libraries listed below
Sorting:
- The random forest, FFNN, CNN and RNN models are developed to predict the movement of future trading price of Netflix (NFLX) stock using t…☆61Updated 4 years ago
- Deep q learning on determining buy/sell signal and placing orders☆50Updated 6 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
- Improve S&P 500 stock price prediction (random forest and gradient boosting trees) with time series similarity measurements: DTW, SAX, co…☆99Updated 3 years ago
- kennedyCzar / STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDAForecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning …☆135Updated 3 years ago
- Stock Market Prediction Using Unsupervised Features☆53Updated 7 years ago
- Market Risk Management with Time Series Prediction of Stock Market Trends using ARMA, ARIMA, GARCH regression models and RNN for time ser…☆22Updated 8 years ago
- In this project, we implement and compare the performance of several machine learning and deep learning algorithms in predicting the US s…☆56Updated 4 years ago
- Deep Reinforcement Learning For Trading☆107Updated last year
- Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"☆19Updated 5 years ago
- ☆73Updated 3 years ago
- Transformer and MultiTransformer layers for stock volatility forecasting purposes☆73Updated 4 years ago
- This notebook contains an independently developed Keras/Tensorflow implementation of the CNN-LSTM model for Limit Order Book forecasting …☆36Updated 5 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆78Updated 6 years ago
- Automated FOREX trading using recurrent reinforcement learning☆34Updated 2 years ago
- The repository contains the code for project for DS 5500 course at Northeastern.☆36Updated 5 years ago
- Stock Prediction with XGBoost: A Technical Indicators' approach☆31Updated 6 years ago
- A crypto currency live-trading backend for Huobi☆35Updated 7 years ago
- Notebook based on the book "Advances in Financial Machine Learning" by Marcos Lopez de Prado☆126Updated 5 years ago
- Implementing a Generative Adversarial Network on the Stock Market☆121Updated 3 years ago
- implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)☆78Updated 2 years ago
- Having effective intraday forecast for the level of trading volume is of vital importance to algorithmic trading and portfolio management…☆51Updated 5 years ago
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆69Updated 2 years ago
- Reproduce research from paper "Predicting the direction of stock market prices using random forest"☆118Updated 7 years ago
- Stock Price prediction using news data. The datasets used consists news and stock price data from 2008 to 2016. The polarity(Subjectivity…☆48Updated 7 years ago
- Hidden Markov Model (HMM) based stock forecasting☆104Updated 7 years ago
- Trend Prediction for High Frequency Trading☆43Updated 2 years ago
- Stock Market Prediction on High-Frequency Data Using soft computing based AI models☆22Updated last year
- LSTM stock prediction and backtesting☆14Updated 5 years ago
- This project is part of my internship at ULiege on Deep RL in stock market trading☆45Updated 2 years ago