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 7 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:
- Stock analysis framework using pandas and ta-lib☆14Mar 3, 2018Updated 8 years ago
- Pairs Trading in CTA trending strategy backtesting, by iterateing parameters on the last 6 months and pick the optimal one, then start tr…☆11Sep 13, 2017Updated 8 years ago
- 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
- select stock automatically, trade manually☆12Jul 26, 2020Updated 5 years ago
- A project that uses machine learning techniques to build a backtesting engine for trading and to analyze stock market data and make predi…☆22Jan 23, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆10Sep 25, 2018Updated 7 years ago
- 本次课程掌握量化投资的核心理念,带我们安装Python开源量化研究工具,熟悉基础语法、数据处理、交易策略等,基本面因子与多因子组合分析、技术分析CTA策略、引擎回测交易策略、实时模拟执行选股与择时策略等等不在话下。☆19Jan 25, 2019Updated 7 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 7 years ago
- Simulate and estimate volatility by GARCH with/without leverage, riskmetriks. Compute Value-at-Risk and Test on VaR Violation☆25Apr 27, 2018Updated 8 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
- Algorithmic trading application for use with Interactive Brokers☆17Jan 9, 2018Updated 8 years ago
- Simulate and visualize the processing of food orders☆11Feb 2, 2024Updated 2 years ago
- 📈Financial Markowitz Portfolio Optimization (Bonds, Stocks, Commodities), including classical Efficient Frontier, Utility Function etc.☆41Nov 10, 2020Updated 5 years ago
- Example Python scripts for interest rate modelling and QuantLib usage☆24Nov 22, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This repository contains our project on Stock Market Price prediction Using Historical Data☆11Apr 25, 2021Updated 5 years ago
- 哈工大机器学习作业一——多项式拟合曲线☆10Oct 19, 2016Updated 9 years ago
- In this repository, based on the latest NLP pappers, we researched on sequential data and time series and developed tasks in NLP such as …☆13May 11, 2024Updated last year
- ☆11Apr 23, 2023Updated 3 years ago
- A Real-Time Cryptocurrency Price Prediction Platform Using Twitter Sentiments☆50Feb 8, 2023Updated 3 years ago
- This is a sentiment trading strategy, written in Python, and applying NLP on 10-K's from the SEC EDGAR database.☆11Feb 21, 2022Updated 4 years ago
- Top 3% solution for Kaggle M5 Accuracy competition☆24Jul 1, 2020Updated 5 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
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- The project provides a complete end-to-end workflow for building a binary classifier in Python to recognize the risk of housing loan defa…☆20Jul 1, 2020Updated 5 years ago
- Phd repo☆18Jul 14, 2022Updated 3 years ago
- Distributed sentiment analysis on GitHub commit comments☆10Jun 9, 2015Updated 10 years ago
- This project uses PySpark and Python to analyze a Google Play Store dataset. It covers data cleaning, duplicate removal, and visual analy…☆11Apr 6, 2022Updated 4 years ago
- Compilation of technical analysis tools (EMA, Bollinger bands), fundamental analysis, machine learning models (LSTM, Random forest, ARIMA…☆15Aug 9, 2021Updated 4 years ago
- Designing a Machine Learning algorithm to predict stock prices is a subject of interest for economists and machine learning practitioners…☆20May 4, 2021Updated 5 years ago
- 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
- Code source of Learning Binary Trees by Argmin Differentiation.☆12Dec 17, 2022Updated 3 years ago
- This repo contains the code for the reinforcement learning course project https://github.com/cuhkrlcourse☆12May 24, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Empower your Indian Stock Market ventures with My open-source data scraper. Real-time, historical data for equities, derivatives, currenc…☆56Mar 24, 2026Updated last month
- Univariate_ARIMA_models, ARCH/GARCH Volatility Forecasting models, VAR model for macro fundamentals forecasts☆16Jan 25, 2021Updated 5 years ago
- ☆16Jan 17, 2022Updated 4 years ago
- Implementation of Avellaneda and Stoikov's High-Frequency Trading Model in a Limit Order Book Context☆24Feb 20, 2025Updated last year
- Java library for financial technical analysis with multiple technical indicators☆11Feb 11, 2023Updated 3 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
- Stock trading based on MACD indicator, using NEAT and naive algorithm☆33Feb 8, 2022Updated 4 years ago