Repository Index

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

• batch-processing
• kafka
• pathway
• python

TranslatedHand-written implementations of all the algorithms in Li Hang's book "Statistical Learning Methods" (《统计学习方法》)

• machine-learning-algorithms
• code
• statistical-learning-method

Minimal and clean examples of machine learning algorithms implementations

• machine-learning
• deep-learning
• neural-networks
• machine-learning-algorithms

A resource for learning about Machine learning & Deep Learning

• pytorch
• pytorch-implementation
• pytorch-tutorial
• pytorch-gan

:speech_balloon: Machine Learning Course with Python:

• python
• machine-learning
• machine-learning-algorithms
• artificial-intelligence

NVIDIA cuML: GPU-Accelerated Machine Learning

• machine-learning-algorithms
• machine-learning
• cuda
• gpu

The machine learning toolkit for time series analysis in Python

• time-series
• timeseries
• time-series-analysis
• time-series-clustering

a delightful machine learning tool that allows you to train, test, and use models without writing code

• machine-learning
• machinelearning
• machine-learning-algorithms
• machine-learning-library

StellarGraph - Machine Learning on Graphs

• graphs
• machine-learning
• machine-learning-algorithms
• graph-convolutional-networks

记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/

• deep-learning
• interview-questions
• computer-vision
• machine-learning-algorithms

A modular active learning framework for Python

• scikit-learn
• machine-learning
• python
• active-learning

An open-source Python framework for hybrid quantum-classical machine learning.

• cirq
• google
• machine-learning
• python

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

• python
• machine-learning
• machine-learning-algorithms
• book

A curated list of Monte Carlo tree search papers with implementations.

• tree-search
• learning
• machine-learning
• deep-learning

🎯 A comprehensive gradient-free optimization framework written in Python

• metaheuristics
• optimization
• optimization-algorithms
• python

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

• machine-learning
• python
• evolutionary-algorithms
• genetic-algorithm

A fast xgboost feature selection algorithm

• machine-learning
• machine-learning-algorithms
• feature-selection
• xgboost-algorithm