The project involves performing clustering analysis (K-Means, Hierarchical clustering, visualization post PCA) to segregate stocks based on similar characteristics or with minimum correlation. Having a diversified portfolio tends to yield higher returns and face lower risk by tempering potential losses when the market is down.
☆16Jan 20, 2022Updated 4 years ago
Alternatives and similar repositories for Stock-clustering-using-ML
Users that are interested in Stock-clustering-using-ML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Value and Momentum Using Machine Learning☆11Jan 3, 2021Updated 5 years ago
- ☆10Jun 4, 2018Updated 8 years ago
- Trading Strategy on S&P500 with different method (Linear Regression, XGBOOST, LSTM, HMM☆10May 11, 2020Updated 6 years ago
- WQU capstone project - short term currency trading strategy utilizing machine learning☆12Dec 8, 2022Updated 3 years ago
- Design your own Trading Strategy☆40Feb 25, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Machine Learning for the ASX200☆10Apr 12, 2017Updated 9 years ago
- Computation of Sparse Eigenvectors of a Matrix☆13Dec 22, 2018Updated 7 years ago
- This is a webapp which predicts stock prices for Indian stock markets(can be used for other stock markets as well) using both fundamental…☆26Aug 28, 2018Updated 8 years ago
- ☆14Nov 20, 2020Updated 5 years ago
- Easylanguage-based program trading tools☆19Apr 3, 2019Updated 7 years ago
- ☆23Jun 7, 2017Updated 9 years ago
- generic project files☆39Sep 17, 2016Updated 10 years ago
- A Repo of Time-series analysis techniques. Holt-Winter methods, ACF/PACF, MA, AR, ARMA, ARIMA, SARIMA, SARIMAX, VAR, VARMA, RNN Keras, Fa…☆19May 8, 2020Updated 6 years ago
- Backtester for market neutral equity trading strategies. The code generates long and short signals for each security and then constructs …☆10Oct 5, 2020Updated 6 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.
- ☆10Jun 28, 2021Updated 5 years ago
- How to apply Deep Learning to create a mean reverting portfolio☆14Nov 9, 2020Updated 5 years ago
- Collection of business analytics case studies that leverage data science methods to create business value (R and Python)☆13Jul 12, 2019Updated 7 years ago
- Pyindicators - Built with Claude Code☆14May 29, 2025Updated last year
- The specialization provides the knowledge and practical skills necessary to develop a strong foundation on core paradigms of machine lear…☆25Jun 15, 2020Updated 6 years ago
- Stock trading using timing strategy (股票的择时交易): mainly use short & long moving average of stock price and also analyze the performance of …☆12Feb 26, 2020Updated 6 years ago
- A Python package for PME (Public Market Equivalent) calculation☆14Jan 16, 2026Updated 9 months ago
- ☆10Apr 13, 2025Updated last year
- ☆16Dec 11, 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.
- A simple package of face detection☆14Nov 27, 2020Updated 5 years ago
- Transfer entropy (conditional mutual information) estimators for the Julia language☆13Nov 6, 2022Updated 4 years ago
- Quant interview problems with answers.☆15Aug 16, 2018Updated 8 years ago
- Repository to compile real-world gate-based quantum machine learning use cases in the finance sector.☆24Nov 2, 2022Updated 4 years ago
- In this recruiting competition, Winton challenges you to take on the very difficult task of predicting the future (stock returns).☆13Feb 10, 2020Updated 6 years ago
- Code accompanying the paper "Pathwise methods for non-parametric online market regime detection and regime clustering for multidimensiona…☆42Jul 5, 2023Updated 3 years ago
- This repo contains lecture notes and projects for Spring 2017 MTH9894 Systematic Trading course☆17May 26, 2017Updated 9 years ago
- ☆11Jan 17, 2018Updated 8 years ago
- Quantitative Trading☆18Mar 9, 2020Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Use SQL to instantly query financial data including quotes (equities, cryptocurrency, etc) and US public company information. Open source…☆13Oct 20, 2026Updated 2 weeks ago
- For our Smart Media Player (detecting time period(s) inside audio/video during which specific person(s) is/are speaking) project☆18Feb 25, 2020Updated 6 years ago
- A python class to extract current and historical data from famous Yahoo Finance API☆12Feb 28, 2019Updated 7 years ago
- Implementing a momentum trading strategy and testing its profitability. For Udacity's AI for Trading Nanodegree.☆15Sep 7, 2018Updated 8 years ago
- A small library to efficiently store and process global equity data, especially for Numerai's Signals tournament (WIP)☆19Dec 26, 2023Updated 2 years ago
- Pair Trading Analysis & Exercises Toolkit [Jupyter Notebook]☆13Nov 3, 2023Updated 3 years ago
- Quick exercise for utilizing Async functions and fireBase to build scalable R Shiny Apps.☆10Dec 25, 2020Updated 5 years ago