omerbsezer / CNN-TALinks
Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach: A novel algorithmic trading model CNN-TA using a 2-D convolutional neural network based on image processing properties.
☆123Updated 4 years ago
Alternatives and similar repositories for CNN-TA
Users that are interested in CNN-TA are comparing it to the libraries listed below
Sorting:
- Pair Trading Strategy using Machine Learning written in Python☆119Updated 3 years ago
- Using Unsupervised learning, K-means, to determine stock support and resistance levels. Great for trading algorithms/bots using time seri…☆109Updated 4 years ago
- 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 3 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆108Updated 5 years ago
- ☆75Updated last year
- Code and data for my blogs☆92Updated 4 years ago
- Source Codes for the Book of Trading Strategies☆176Updated 3 years ago
- Official Repository☆126Updated 3 years ago
- Limit Order Book data analysis and modeling using LSTM network☆137Updated 6 years ago
- Example of adaptive trend following strategy based on Renko☆120Updated 6 years ago
- FinML: A Practical Machine Learning Framework for Dynamic Stock Selection☆143Updated last year
- ☆139Updated 2 years ago
- This Python package manages methods to reshape tick by tick data for order flow analysis☆101Updated 3 months ago
- Forex & Equities Trading Strategies using Machine Learning, Deep Learning and Statistical Techniques☆103Updated 6 years ago
- This project is a loose implementation of paper "Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Im…☆170Updated 5 years ago
- 🚀 Optimizing the Elliott Wave Theory using genetic algorithms to forecast the financial markets.☆162Updated 4 years ago
- Collection of indicators that I used in my strategies.☆56Updated 3 months ago
- This is my github repository where I post trading strategies, tutorials and research on quantitative finance with R, C++ and Python. Some…☆124Updated 3 years ago
- Automate the detection of chart patterns☆59Updated last year
- High Frequency Pairs Trading Based on Statistical Arbitrage (Python)☆103Updated 6 years ago
- backtrader with DRL ( Deep Reinforcement Learning)☆69Updated 2 years ago
- ☆34Updated 5 years ago
- A python script that estimates the support and resistance lines of a stock's prices or a period☆75Updated 4 years ago
- CS7641 Team project☆96Updated 5 years ago
- Notes on Advances in Financial Machine Learning☆80Updated 6 years ago
- An RL model that uses double deep Q learning to generate an optimal policy of stock market trades☆104Updated 2 years ago
- Repository containing the code for a pairs trading investment strategy (Master Thesis in Electrical and Computer Engineering - Técnico Li…☆166Updated 5 years ago
- Repository for Going Deeper with Convolutional Neural Network for Stock Market Prediction☆135Updated last year
- This repository stores the implementation of the paper "DETECTING DATA-DRIVEN ROBUST STATISTICAL ARBITRAGE STRATEGIES WITH DEEP NEURAL NE…☆66Updated last year
- Some notebooks with powerful trading strategies.☆95Updated 4 years ago