seaweiqing / deep_tradingLinks
This project aims to select a supervised algorithm that can predict stock prices basing on historical data and use the predictor generated to form trading strategies.
☆20Updated 6 years ago
Alternatives and similar repositories for deep_trading
Users that are interested in deep_trading are comparing it to the libraries listed below
Sorting:
- Deep q learning on determining buy/sell signal and placing orders☆50Updated 6 years ago
- Quantopian Pairs Trading algorithm implementation.☆64Updated 8 years ago
- Machine learning approach to high frequency trading, MLP & RNN used☆22Updated 9 years ago
- Deep learning for price movement prediction using high frequency limit order data☆40Updated 6 years ago
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆67Updated 2 years ago
- This repository contains an automated trading system using machine learning for stock return prediction, position sizing and generating e…☆14Updated 6 years ago
- Machine learning trading method using meta-labeling. You can see the details in 'Advances in Financial Machine Learning' by Lopez de Prad…☆15Updated 4 years ago
- Unsupervised Learning to Market Behavior Forecasting Example☆42Updated 5 years ago
- ☆73Updated 3 years ago
- Alpaca-based Order Book Inbalace Algorithm.☆12Updated 5 years ago
- Trend Prediction for High Frequency Trading☆43Updated 2 years ago
- ☆19Updated 4 years ago
- A low frequency statistical arbitrage strategy☆20Updated 6 years ago
- Particle swarm optimization (PSO) in algorithmic trading example using Backtrader backtesting framework.☆19Updated 5 years ago
- The Implied Volatility Smirk of Individual Option in S&P 500 Shows its Underlying Asset’s Return☆37Updated 4 years ago
- Price Prediction with Machine Learning Models (practicum project at CME group)☆71Updated 9 years ago
- ☆16Updated 3 years ago
- Hedging portfolios with reinforcement learning.☆35Updated 8 years ago
- ☆25Updated 7 years ago
- Pair Trading Strategy using Machine Learning written in Python☆120Updated 3 years ago
- Pairs trading strategy that includes a research pipeline for identifying and selecting pairs. Tests all possible pairs in a universe for …☆35Updated last year
- A crypto currency live-trading backend for Huobi☆35Updated 7 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
- Replication of Time Series Momentum strategy by Moskowtiz, Ooi, Pedersen, 2011.☆67Updated 3 months ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 7 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆34Updated 2 years ago
- This notebook contains an independently developed Keras/Tensorflow implementation of the CNN-LSTM model for Limit Order Book forecasting …☆34Updated 4 years ago
- Tools to calculate and plot support/resistance lines for OHLC datasets☆26Updated 7 years ago
- Example of order book modeling.☆58Updated 6 years ago
- Python library for high frequency portfolio analysis, intraday backtesting and optimization☆68Updated 8 years ago