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Code for Machine Learning for Algorithmic Trading, 2nd edition.

Jupyter Notebook 1 Updated Aug 18, 2024

Implementation of all RL algorithms in a simpler way

Jupyter Notebook 806 89 Updated Apr 29, 2025

A collection of mini-tutorials shared on my LinkedIn

Jupyter Notebook 7 3 Updated Mar 30, 2025

Strategies for Freqtrade

Python 256 105 Updated Feb 18, 2022

This script continuously scans a Solana wallet for SPL tokens and tracks their age (time held) in seconds. Once a certain time has elapsed it will sell the token on raydium or pumpfun.

Python 118 34 Updated Jan 13, 2025

Using machine learning to predict hourly EUR/USD strategy. Based on the research paper: FOREX Trend Classification using Machine Learning Techniques

Python 8 8 Updated Sep 8, 2018

Fast and Accurate ML in 3 Lines of Code

Python 8,854 1,019 Updated May 22, 2025

This project involves using a combination of statistics along with financial thoery to demonstrate a popular trading strategy used in equity markets: Pairs Trading.

Jupyter Notebook 422 107 Updated Apr 1, 2024

Pair Trading - Reinforcement Learning - with Oanda Trading API

Python 66 26 Updated Dec 16, 2019

Cointegration test of forex pairs for spread trading

Jupyter Notebook 4 2 Updated Mar 1, 2022

A scikit-learn compatible classifier to perform trade classification in Python.

Python 19 1 Updated May 22, 2025

A trading engine with high-speed performance and real-time notification

C 2,713 1,503 Updated Dec 17, 2021

Companion code for the "Self Learning Quant" blog post

Python 258 130 Updated Nov 6, 2017

TradingView - Reverse RSI Forex Scalper

6 3 Updated Apr 29, 2023
Solidity 11 4 Updated Jan 5, 2022

A well-tuned algorithm to generate & draw support/resistance line on time series. 根据时间序列自动生成支撑线压力线

Python 1 1 Updated Dec 22, 2020

An attempt to create a strategy for algo trading with cryptocurrencies.

Python 7 4 Updated Aug 23, 2021

High Frequency Pairs Trading Based on Statistical Arbitrage (Python) 💰

Jupyter Notebook 102 30 Updated Feb 27, 2019

Team Buffalox8 predicts directional movement of stock prices.

Python 345 178 Updated Dec 13, 2013

Data for Algo Trading Series

7 5 Updated Jan 8, 2021

Identify patterns in Stock Market for Day Trading

Jupyter Notebook 26 11 Updated Dec 7, 2022

Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Tra…

Python 7,036 1,374 Updated Apr 14, 2024

Design pattern for critical stages in the development process of an AI Stock Trading Bot

Python 135 68 Updated Jan 18, 2020

trend / momentum and other patterns in financial timeseries

Jupyter Notebook 264 75 Updated Jun 27, 2021

Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

Jupyter Notebook 1,483 343 Updated Mar 1, 2024

Deezer source separation library including pretrained models.

Python 26,863 2,937 Updated Apr 2, 2025

Implementation of algorithmic trading using reinforcement learning.

Python 28 16 Updated Jun 28, 2020

Used XGB Regressor to evaluate the future stock trends & prices

Jupyter Notebook 1 Updated Sep 27, 2020

A hybrid of ANN, RNN and Regressor models to predict stock prices

Jupyter Notebook 42 24 Updated Jul 26, 2020
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