Built a trading algorithm in Python for the Tesla stocks returning in 39% higher returns than a simple buy and hold strategy, over a period of 2016-2018 . Designed random forest algorithm that combines CAPM, FAMA (French three factor model), Multi-Factor Linear Regression, Principal Component Analysis and Time series analysis to forecast stock p…
☆19Aug 3, 2019Updated 6 years ago
Alternatives and similar repositories for Machine_learning_In_Finance
Users that are interested in Machine_learning_In_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:
- An application of Multilayer Perceptron, Random Forest Regression and Recurrent Neural Networks (LSTM)☆14Oct 3, 2021Updated 4 years ago
- Develop about 200 alpha factors from securities report etc, Grid Search/Random Search/Particle Swarm Optimization to improve factors perf…☆23Jul 29, 2018Updated 7 years ago
- select stock automatically, trade manually☆12Jul 26, 2020Updated 5 years ago
- The goal of this project was to predict stock market prices using a recurrent neural network. This project was inspired by the Standford …☆13Jul 5, 2023Updated 2 years ago
- Designing a Machine Learning algorithm to predict stock prices is a subject of interest for economists and machine learning practitioners…☆21May 4, 2021Updated 5 years ago
- AI Agents on 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.
- Implementation of Avellaneda and Stoikov's High-Frequency Trading Model in a Limit Order Book Context☆24Feb 20, 2025Updated last year
- Finance Technical Indicators optimized with Numba☆11Mar 15, 2018Updated 8 years ago
- 个人批处理项目汇总☆12Sep 26, 2019Updated 6 years ago
- Limit Order Book for high-frequency trading (HFT) strategies using data science approaches☆24Dec 12, 2021Updated 4 years ago
- Credit Risk Model on Machine learning and prediction☆30Jul 16, 2020Updated 5 years ago
- 一个用于获取加密货币价格涨跌行情的 daemon，封装了多家交易所的API，将数据持久化在本地☆11Aug 31, 2018Updated 7 years ago
- A study and comparison of Risk Modeling algorithms (Capstone Project)☆38Jun 17, 2018Updated 8 years ago
- My solutions to capture the ether☆13Jan 4, 2022Updated 4 years ago
- Pop-up LastPass desktop quick-search. Output the selection to the clipboard or have xdotool type it out for you.☆10Aug 8, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Python Code used in publications, for archival purposes only☆20Apr 28, 2023Updated 3 years ago
- In the high-frequency era of trading, orders of stocks can be executed under a millsecond. The information about the thousands of orders …☆10Mar 30, 2016Updated 10 years ago
- Supporting material for https://arxiv.org/abs/1907.04769☆12Sep 20, 2021Updated 4 years ago
- An investment portfolio of stocks is created using Long Short-Term Memory (LSTM) stock price prediction and optimized weights. The perfor…☆35Jan 18, 2024Updated 2 years ago
- Vpin caculation and backtesting☆14Aug 16, 2019Updated 6 years ago
- Backtesting tool on tick data☆11Jan 30, 2017Updated 9 years ago
- High Frequency Trading Strategy☆12Dec 20, 2018Updated 7 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆13Jan 11, 2023Updated 3 years ago
- QEMU/KVM setup with GPU passthrough for Windows on an Arch Linux host☆14Apr 29, 2020Updated 6 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.
- Render HTML to a specific portion of a word document using Python and PyWin32☆17Apr 24, 2017Updated 9 years ago
- the notebook component of a PySpark application to calculate value-at-risk for a portfolio of securities☆11Jan 14, 2017Updated 9 years ago
- Handy scripts for Arch Linux users☆13Feb 15, 2014Updated 12 years ago
- I used Python with RNN(LSTM) model to predict Tesla stock price, hope that I can make Elon Musk happy along the way.☆38Jan 5, 2021Updated 5 years ago
- Research attempting to beat a naive dca with volatility forecasts and range position based weightings☆12Jul 9, 2021Updated 4 years ago
- A few templates I use in Obsidian.☆16Jun 7, 2021Updated 5 years ago
- vnpy3☆20Nov 9, 2018Updated 7 years ago
- tushare plugin for zvt☆11Oct 6, 2020Updated 5 years ago
- Code implementations of my studies on the book Advances in Financial Machine Learning☆11May 18, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Implementing features from "Advances in Financial Machine Learning" by Marcos López del Prado in a financial algorithm using Enigma Catal…☆11Jul 13, 2020Updated 5 years ago
- ComfyUI API Workflow Dependency Graph☆17Jul 30, 2024Updated last year
- Alpha mining with DEAP-based genetic programming.☆11Jul 7, 2023Updated 2 years ago
- ☆16Apr 27, 2021Updated 5 years ago
- 基于论文《Do Industries Explain Momentum》对行业动量策略在A股市场的有效性进行探究☆12Jul 19, 2019Updated 6 years ago
- Creating a python bot using ccxt library☆12Aug 22, 2020Updated 5 years ago
- Building a High Frequency Trading Engine with Neural Networks☆12Apr 2, 2018Updated 8 years ago