📝 An awesome Data Science repository to learn and apply for real world problems.
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Updated
Aug 29, 2024
📝 An awesome Data Science repository to learn and apply for real world problems.
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.
The "Python Machine Learning (1st edition)" book code repository and info resource
Topic Modelling for Humans
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.
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
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
Anomaly detection related books, papers, videos, and toolboxes
Machine Learning for Cyber Security
🏅 Collection of Kaggle Solutions and Ideas 🏅
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
A unified framework for machine learning with time series
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.
🍊 📊 💡 Orange: Interactive data analysis
A library of extension and helper modules for Python's data analysis and machine learning libraries.
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
novel deep learning research works with PaddlePaddle
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Curated list of Python resources for data science.
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