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Homemade Machine Learning: ML algorithms from scratch in Python

Intermediate

Python implementations of popular machine learning algorithms from scratch with interactive Jupyter notebooks and mathematical explanations. Learn the fundamentals by building ML algorithms yourself.

python machine-learning ml jupyter notebook numpy matplotlib education algorithms neural-networks deep-learning data-science

Hugging Face Transformers: State-of-the-Art Machine Learning

Intermediate

Get started with Hugging Face Transformers, the leading library for state-of-the-art machine learning models in PyTorch, TensorFlow, and JAX. Learn installation, configuration, and practical use cases for NLP, vision, audio, and multimodal tasks.

python machine-learning ai nlp pytorch tensorflow deep-learning huggingface

Hugging Face Datasets - Hub of ready-to-use ML datasets

Intermediate

The largest hub of ready-to-use datasets for machine learning models with over 100,000 datasets for NLP, computer vision, audio, and more.

datasets machine-learning nlp computer-vision audio python huggingface pytorch tensorflow data-science

funNLP Chinese/English NLP Toolkit and Resource Library

Intermediate

Set up and use fighting41love/funNLP - a comprehensive collection of 80,000+ starred Chinese NLP resources including sensitive word detection, language detection, datasets, and tools.

nlp python chinese-nlp datasets machine-learning