Forecasting directional movements of stock prices for intraday trading using LSTM and random forest
☆558Jul 12, 2021Updated 5 years ago
Alternatives and similar repositories for Stock-market-forecasting
Users that are interested in Stock-market-forecasting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting☆688Oct 10, 2026Updated last week
- OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network☆617Mar 30, 2023Updated 3 years ago
- This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.☆319Sep 28, 2020Updated 6 years ago
- Analysis of the results of the paper "Predicting the direction of stock market prices using random forest" (2016) by Khaidem et al.☆13Aug 25, 2019Updated 7 years ago
- Reproduce research from paper "Predicting the direction of stock market prices using random forest"☆122Apr 15, 2018Updated 8 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Stock Price Prediction using Machine Learning Techniques☆1,538Aug 8, 2023Updated 3 years ago
- Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.☆1,787Mar 1, 2024Updated 2 years ago
- High Frequency Trading Price Prediction using LSTM Recursive Neural Networks☆828May 21, 2016Updated 10 years ago
- Using python and scikit-learn to make stock predictions☆1,962Jun 17, 2024Updated 2 years ago
- List of awesome resources for machine learning-based algorithmic trading☆2,047Aug 8, 2023Updated 3 years ago
- Improve S&P 500 stock price prediction (random forest and gradient boosting trees) with time series similarity measurements: DTW, SAX, co…☆102Nov 20, 2021Updated 4 years ago
- Applied an ARIMA-LSTM hybrid model to predict future price correlation coefficients of two assets☆434Oct 1, 2018Updated 8 years ago
- Stanford Project: Artificial Intelligence is changing virtually every aspect of our lives. Today’s algorithms accomplish tasks that until…☆295Jul 11, 2023Updated 3 years ago
- Intra day Stock Prediction 10 minutes into the future☆109Jun 16, 2019Updated 7 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.
- Day-Trading algorithm using LSTM to predict intraday stock movement☆19Nov 24, 2018Updated 7 years ago
- Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being r…☆297Aug 31, 2021Updated 5 years ago
- New non-Gatech GitHub☆12Dec 8, 2021Updated 4 years ago
- PyTrendFollow - systematic futures trading using trend following☆471Apr 25, 2018Updated 8 years ago
- Programs for stock prediction and evaluation☆378Jul 10, 2026Updated 3 months ago
- This code accompanies the the paper Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection (…☆278Mar 19, 2026Updated 6 months ago
- Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations☆9,503Apr 16, 2023Updated 3 years ago
- Stock Price Prediction☆19Sep 20, 2024Updated 2 years ago
- Portfolio optimization with deep learning.☆1,190Jan 24, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆216Mar 29, 2023Updated 3 years ago
- Use deep learning, genetic programming and other methods to predict stock and market movements☆434Aug 28, 2021Updated 5 years ago
- ☆76Feb 19, 2020Updated 6 years ago
- This project is a loose implementation of paper "Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Im…☆168Jul 12, 2020Updated 6 years ago
- This project involves using a combination of statistics along with financial thoery to demonstrate a popular trading strategy used in equ…☆840Apr 1, 2024Updated 2 years ago
- A stock trading bot that uses machine learning to make price predictions.☆669May 18, 2022Updated 4 years ago
- This program trains an agent: StarTrader to trade like a human using a deep reinforcement learning algorithm: deep deterministic policy g…☆110Sep 12, 2019Updated 7 years ago
- A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep rei…☆690Nov 6, 2024Updated last year
- Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau☆2,082May 4, 2025Updated last year
- 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.
- This code accompanies the the paper Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture (https://arxiv.o…☆641Mar 19, 2026Updated 6 months ago
- A LSTM model using Risk Estimation loss function for stock trades in market☆324Aug 4, 2020Updated 6 years ago
- Having effective intraday forecast for the level of trading volume is of vital importance to algorithmic trading and portfolio management…☆57May 18, 2020Updated 6 years ago
- Research in investment finance with Python Notebooks☆1,134Jul 3, 2026Updated 3 months ago
- ☆22Oct 25, 2025Updated 11 months ago
- Quant/Algorithm trading resources with an emphasis on Machine Learning☆4,067May 21, 2025Updated last year
- Channel break out strategy for High Frequency Trading.☆15Jun 26, 2018Updated 8 years ago