cbailes / Stock-Prediction-ModelsLinks
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
☆10Updated 3 years ago
Alternatives and similar repositories for Stock-Prediction-Models
Users that are interested in Stock-Prediction-Models are comparing it to the libraries listed below
Sorting:
- Trend Prediction for High Frequency Trading☆42Updated 3 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Updated 7 years ago
- ☆10Updated 7 years ago
- Modifying the Shiller CAPE Ratio to adjust for changing economic conditions.☆15Updated 3 years ago
- Deep q learning on determining buy/sell signal and placing orders☆50Updated 6 years ago
- I use the random forest algorithm to forecast mid price dynamic over short time horizon i.e. a few seconds ahead☆30Updated 5 years ago
- ☆73Updated 3 years ago
- Usage of policy gradient reinforcement learning to solve portfolio optimization problems (Tactical Asset Allocation).☆33Updated 6 years ago
- Uisng CNN to predicte stock market trend, and feeding with 2D images☆15Updated 7 years ago
- A low frequency statistical arbitrage strategy☆20Updated 6 years ago
- ☆36Updated 8 years ago
- ML pipeline for SmartBeta momentum factor on equity portfolio☆11Updated 9 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
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆71Updated 2 years ago
- In this repository you will find code for our capstone project "How to Predict Stock Movements Using NLP Techniques". The code has been a…☆27Updated 4 years ago
- Attribution and optimisation using a multi-factor equity risk model.☆33Updated last year
- Evaluation of Hybrid MODWT-MARS framework for financial time series forecasting☆18Updated last year
- Stock Market Prediction on High-Frequency Data Using soft computing based AI models☆20Updated last year
- Image Classification for Trading Strategies - Project for Machine Learning Class☆37Updated 4 years ago
- Repo for code used to perform research for the WorldQuant University MScFE Capstone project on "Application of algorithmic trading strate…☆24Updated 5 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
- Design your own Trading Strategy☆38Updated last year
- Implementation with a Jupyter Notebook of the VIX index modelization provided in its CBOE white paper.☆22Updated 6 years ago
- This code illustrates the use of genetic programming to evolve financial trading strategies for a single equity stock. Individuals (strat…☆25Updated 6 years ago
- My approaches to Financial Forecasting Challenge by G-Research☆44Updated 7 years ago
- The Implied Volatility Smirk of Individual Option in S&P 500 Shows its Underlying Asset’s Return☆38Updated 5 years ago
- Modelling for price change forecast using High-frequency Trading limit order book dynamics using ML algorithms☆27Updated 7 years ago
- By means of stochastic volatility models☆44Updated 5 years ago
- Replication of Time Series Momentum strategy by Moskowtiz, Ooi, Pedersen, 2011.☆70Updated 6 months ago
- This project is to apply Copula Function to pair trading strategy both in American stock market.☆29Updated 7 years ago