Data Mining Open Source Projects

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

:memo: An awesome Data Science repository to learn and apply for real world problems.

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Topic Modelling for Humans

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

The "Python Machine Learning (1st edition)" book code repository and info resource

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

A unified framework for machine learning with time series

Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

:octocat: Machine Learning for Cyber Security

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

🏅 Collection of Kaggle Solutions and Ideas 🏅

Declarative data automation language and Go runtime for structured extraction workflows.

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

A library of extension and helper modules for Python's data analysis and machine learning libraries.

extract text from any document. no muss. no fuss.

Curated list of Python resources for data science.

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

An open source alternative to Tableau. Embeddable visual analytic

List of tools & datasets for anomaly detection on time-series data.

Online tool to extract numerical data from plot images.

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

10x faster matrix and vector operations

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

Extract structured data from PDF invoices

A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

A curated list of data mining papers about fraud detection.

安全场景、基于AI的安全算法和安全数据分析业界实践

novel deep learning research works with PaddlePaddle

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

A Deep Learning Python Toolkit for Healthcare Applications.

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

Multi-class confusion matrix library in Python

eBay's TSV Utilities: Command line tools for large, tabular data files. Filtering, statistics, sampling, joins and more.

:memo: Подборка ресурсов по машинному обучению

A toolkit for time series machine learning and deep learning

AIL framework - Analysis Information Leak framework. Project moved to https://github.com/ail-project

UnityPy is python module that makes it possible to extract/unpack and edit Unity assets

CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line application for working with CSV files.

Dex : The Data Explorer -- A data visualization tool written in Java/Groovy/JavaFX capable of powerful ETL and publishing web visualizations.

NFStream: a Flexible Network Data Analysis Framework.

pyclustering is a Python, C++ data mining library.

HTTP(S)/SOCKS5 Rotating Residential proxies - Code examples & General information

Machine learning, statistics, and data mining for astronomy and astrophysics

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

Collection of various algorithms implemented in R.

:video_game: A curated list of awesome game datasets, and tools to artificial intelligence in games

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

[IEEE T-KDE 2026] Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

Public repository for the PM4Py (Process Mining for Python) project.

AIL framework - Analysis Information Leak framework

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

A curated list of adversarial attacks and defenses papers on graph-structured data.