Novice's attempt for Stock Prices Prediction & Portfolio Optimization using Machine Learning with Python & Scikit Learn
☆58May 3, 2021Updated 5 years ago
Alternatives and similar repositories for stock_prediction
Users that are interested in stock_prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- verify OrderBook Tick Data Trading Strategy on futures.☆17Mar 21, 2019Updated 7 years ago
- Building a High Frequency Trading Engine with Neural Networks☆12Apr 2, 2018Updated 8 years ago
- Trading platform for high frequency data☆15Nov 12, 2014Updated 11 years ago
- Select a supervised algorithm that can predict stock prices of historical data based on the predictors (statistical indicators). Accordin…☆44Feb 15, 2023Updated 3 years ago
- Stock portfolio optimizer in Python based on least correlated moving sharpe / sortino ratios.☆54May 6, 2015Updated 11 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- High Frequency Trading Strategy☆12Dec 20, 2018Updated 7 years ago
- Channel break out strategy for High Frequency Trading.☆15Jun 26, 2018Updated 8 years ago
- 支持python3.6的vnpy，添加了更多策略模板。☆13Apr 24, 2026Updated 6 months ago
- This repo is using imitating learning to optimize portfolio. The code was derived from https://github.com/vermouth1992/drl-portfolio-mana…☆11May 16, 2019Updated 7 years ago
- Trading Strategy on S&P500 with different method (Linear Regression, XGBOOST, LSTM, HMM☆10May 11, 2020Updated 6 years ago
- A Streamlit based application to predict future Stock Price and pipeline to let anyone train their own multiple Machine Learning models o…☆97Aug 12, 2024Updated 2 years ago
- We use an adversarial expert based online learning algorithm to learn the optimal parameters required to maximise wealth trading zero-cos…☆11Apr 8, 2020Updated 6 years ago
- Stock Price Predictor with Deep Learning☆11Aug 5, 2017Updated 9 years ago
- Machine learning approach to high frequency trading, MLP & RNN used☆22Jun 22, 2016Updated 10 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.
- 利用强化学习预测股价变化☆23May 25, 2017Updated 9 years ago
- Machine Learning Project applied to stock market portfolio optimization☆35Jan 21, 2021Updated 5 years ago
- portfolio construction and quantitative analysis☆149Jun 10, 2015Updated 11 years ago
- Code for NeurIPS2021 submission "A Surrogate Objective Framework for Prediction+Programming with Soft Constraints"☆13Aug 30, 2021Updated 5 years ago
- If you are professionals, retailers or even organisms trading on a financial market, you know that data given on online platforms is not …☆36Apr 9, 2015Updated 11 years ago
- UCLA Master of Applied Economics Capstone Research☆10Jun 15, 2018Updated 8 years ago
- Machine Learning for Trading☆14Jul 25, 2018Updated 8 years ago
- Implemented a system that analyses previous stock data of various companies, processes Time-Series data and aims to forecast the trends o…☆81Nov 9, 2016Updated 9 years ago
- Computer Engineering Senior Project. Machine Learning High Frequency Stock Trading Algorithm on an FPGA☆17Dec 4, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Automatic strategy trader via MT4☆32Aug 25, 2011Updated 15 years ago
- Tries to predict if a stock will rise or fall with a certain percentage through giving probabilities of what events it thinks will happen…☆25Oct 27, 2017Updated 8 years ago
- ☆13Apr 5, 2019Updated 7 years ago
- This project is focus on stock prediction,our goal is implementing one trading framework using DRL with LSTM.☆11Jun 1, 2018Updated 8 years ago
- Volume Weighted Average Price Optimal Execution☆44Mar 12, 2019Updated 7 years ago
- This is a simple experiment designed to uncover which technical indicators are the most important.☆13Jan 11, 2019Updated 7 years ago
- The PyTorch implementation of "Modeling Financial Time Series using LSTM with Trainable Initial Hidden States"☆11Jul 15, 2020Updated 6 years ago
- This project is to explore high-frequency model and strategy. You will expect high-frequency features mining, ml/dl models, and hf tradin…☆22May 19, 2021Updated 5 years ago
- oTree app for financial market experiments with high frequency trading☆28Aug 28, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Python library for high frequency portfolio analysis, intraday backtesting and optimization☆70Aug 8, 2017Updated 9 years ago
- An alternative to frequentist inference☆10Nov 20, 2017Updated 8 years ago
- ☆13Aug 28, 2019Updated 7 years ago
- (1) LSTM-RNN stock prices (historical closing precies of S&P500) prediction using keras with tensorflow. (2) Experiments APIs on the netw…☆24Sep 20, 2017Updated 9 years ago
- ☆16Jan 27, 2022Updated 4 years ago
- Finco automates the process of generating financial documentation and valuations for companies traded on the NASDAQ and NYSE. Provides us…☆28Sep 30, 2015Updated 11 years ago
- Financial Portfolio Optimization Routines in Python☆312Aug 31, 2022Updated 4 years ago