data-mining - 技术专题深度解读

eriklindernoren / ML-From-Scratch

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.

data-science machine-learning data-mining deep-learning genetic-algorithm deep-reinforcement-learning machine-learning-from-scratch

Updated Oct 15, 2023
Python

JaidedAI / EasyOCR

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

python machine-learning information-retrieval data-mining ocr deep-learning image-processing cnn pytorch lstm optical-character-recognition crnn scene-text scene-text-recognition easyocr

Updated Dec 5, 2025
Python

academic / awesome-datascience

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

science data-science machine-learning data-mining deep-learning analytics data-visualization awesome-list data-scientists hacktoberfest

Updated Jul 25, 2026

EthicalML / awesome-production-machine-learning

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

machine-learning data-mining awesome deep-learning awesome-list interpretability privacy-preserving production-machine-learning mlops privacy-preserving-machine-learning explainability responsible-ai machine-learning-operations ml-ops ml-operations privacy-preserving-ml large-scale-ml production-ml large-scale-machine-learning

Updated Jul 14, 2026

lightgbm-org / LightGBM

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.

python machine-learning data-mining r parallel distributed kaggle gbdt gbm lightgbm gbrt decision-trees gradient-boosting

Updated Jul 27, 2026
C++

piskvorky / gensim

Sponsor

Topic Modelling for Humans

python nlp data-science machine-learning natural-language-processing information-retrieval data-mining neural-network word2vec word-embeddings topic-modeling gensim fasttext document-similarity word-similarity

Updated Nov 1, 2025
Python

microsoft / RD-Agent

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report

agent data-science development data-mining automation research ai llm

Updated Jul 25, 2026
Python

tangyudi / Ai-Learn

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

Updated Jun 2, 2024

rasbt / python-machine-learning-book

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

python data-science machine-learning data-mining neural-network scikit-learn machine-learning-algorithms logistic-regression

Updated Jul 18, 2026
Jupyter Notebook

yzhao062 / pyod

Sponsor

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.

data-science machine-learning data-mining deep-learning time-series outlier-detection unsupervised-learning fraud-detection anomaly-detection multimodal outlier-ensembles novelty-detection out-of-distribution-detection time-series-anomaly-detection image-anomaly-detection foundation-models graph-anomaly-detection agentic-ai nlp-anomaly-detection

Updated Jul 24, 2026
Python

sktime / sktime

Sponsor

A unified framework for machine learning with time series

data-science machine-learning data-mining ai time-series scikit-learn forecasting hacktoberfest time-series-analysis anomaly-detection time-series-classification time-series-regression time-series-segmentation sktime changepoint-detection

Updated Jul 26, 2026
Python

yzhao062 / anomaly-detection-resources

Sponsor

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

machine-learning data-mining awesome awesome-list outlier-detection unsupervised-learning fraud-detection time-series-analysis vlm anomaly-detection fraud outlier outlier-ensembles graph-neural-networks large-language-models llm vlms

Updated Mar 2, 2026
Python

jivoi / awesome-ml-for-cybersecurity

Machine Learning for Cyber Security

machine-learning data-mining awesome-list cyber-security

Updated Aug 19, 2024

catboost / catboost

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.