Calculate technical indicators from historical stock data Create features and targets out of the historical stock data. Prepare features for linear models, xgboost models, and neural network models. Use linear models, decision trees, random forests, and neural networks to predict the future price of stocks in the US markets. Evaluate performance…
☆34Apr 22, 2019Updated 6 years ago
Alternatives and similar repositories for ML-Finance
Users that are interested in ML-Finance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Collection of 7 technical indicators for stock-market forecasting☆17Oct 22, 2017Updated 8 years ago
- Stock Price Prediction with PCA and LSTM☆14Mar 3, 2021Updated 5 years ago
- Adaptive Machine Learning-Based Stock Prediction using Financial Time Series Technical Indicators☆10Dec 21, 2019Updated 6 years ago
- An PPO - LSTM based RL agent to solve the classic word game - Hangman☆15Nov 20, 2024Updated last year
- Source code for the course "Deep Reinforcement Learning for High-Frequency Trading" held at the Ukrainian Catholic University / Czech Tec…☆20Sep 11, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Exploring economic and market regime forecasting using machine learning techniques and the CRISP-DM framework.☆17Aug 24, 2023Updated 2 years ago
- select stock automatically, trade manually☆12Jul 26, 2020Updated 5 years ago
- The prediction is based on a recurrent neural network. The list of features includes MACD, Stochastic Oscillator, ATR, RSI etc.☆43Apr 20, 2019Updated 6 years ago
- Simulate and estimate volatility by GARCH with/without leverage, riskmetriks. Compute Value-at-Risk and Test on VaR Violation☆25Apr 27, 2018Updated 7 years ago
- This project examine the relationship between Sustainalytics Environmental, Social, and Governance (ESG) risk ratings and the financial …☆12Oct 5, 2022Updated 3 years ago
- Example Python scripts for interest rate modelling and QuantLib usage☆24Nov 22, 2020Updated 5 years ago
- Baruch MFE MTH9894☆13Jun 4, 2017Updated 8 years ago
- 📈This repo describes a framework that leverages sentiment stability of a financial 10-K report as the trading signal (alpha factor)☆13Dec 4, 2020Updated 5 years ago
- A Real-Time Cryptocurrency Price Prediction Platform Using Twitter Sentiments☆51Feb 8, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- LSTM based stock prediction model which also uses twitter data for sentiment analysis☆14Dec 8, 2022Updated 3 years ago
- An Empirical Study of Optimal Combination of Algorithms for Prediction-Based Portfolio Optimization Model using Machine Learning over Co…☆11Jun 15, 2022Updated 3 years ago
- ☆18Sep 5, 2019Updated 6 years ago
- Applying NLP framework to 10-K filings in equity markets☆14Jul 26, 2021Updated 4 years ago
- ML pipeline for SmartBeta momentum factor on equity portfolio☆12Jan 25, 2016Updated 10 years ago
- This repository contains the code and related materials for my participation in the quantitative competition hosted by Tower Research Cap…☆11Mar 11, 2024Updated 2 years ago
- Using K-Means algorithm for customer segmentation due to credit card behavior☆19Jun 14, 2021Updated 4 years ago
- Phd repo☆18Jul 14, 2022Updated 3 years ago
- A detailed study of four machine learning Techniques(Random-Forest, Linear Regression, Neural-Networks, Technical Indicators(Ex: RSI)) ha…☆25Mar 29, 2024Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Use Python3, Django, Django-rest-framework to achieve alipay payment. 包括支付宝支付，支付宝服务器异步通知，支付宝退款☆12May 26, 2018Updated 7 years ago
- This repo contains the code for the reinforcement learning course project https://github.com/cuhkrlcourse☆12May 24, 2020Updated 5 years ago
- Empower your Indian Stock Market ventures with My open-source data scraper. Real-time, historical data for equities, derivatives, currenc…☆54Jul 22, 2025Updated 8 months ago
- Univariate_ARIMA_models, ARCH/GARCH Volatility Forecasting models, VAR model for macro fundamentals forecasts☆15Jan 25, 2021Updated 5 years ago
- PHBS 2018 Machine Learning Class Project☆14Jun 19, 2018Updated 7 years ago
- You have been watching the Telsa stock and are deciding if you should buy some stock before close because you think it will jump up tomor…☆11Oct 3, 2019Updated 6 years ago
- Predicting the stock market opening values using Deep learning's Model Recurrent Neural Networks which is a very powerful model.☆17Mar 31, 2019Updated 6 years ago
- Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)☆20Oct 22, 2017Updated 8 years ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆134Apr 20, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- archived : use csdid instead☆12Mar 3, 2023Updated 3 years ago
- Need to analyze your data? Our JS charts include dozens of pre-built technical indicators and you can easily create your own.☆15Aug 6, 2019Updated 6 years ago
- baruch mfe mth9814 financial instruments☆19Jun 3, 2018Updated 7 years ago
- Limit Order Book for high-frequency trading (HFT) strategies using data science approaches☆24Dec 12, 2021Updated 4 years ago
- Substantial backtesting of statistical arbitrage pairs trading with crypto-currencies☆23Apr 13, 2020Updated 5 years ago
- In this project, I have tried to predict the stock price of Microsoft using LSTM☆17Feb 11, 2019Updated 7 years ago
- Stock Price Prediction of any Organizations using SVR☆18Sep 20, 2019Updated 6 years ago