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📚 Freely available programming books
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
An opinionated list of Python frameworks, libraries, tools, and resources.
All Algorithms implemented in Python
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
A curated list of awesome Machine Learning frameworks, libraries and software.
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
Minimal examples of data structures and algorithms in Python
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
Best Practices on Recommendation Systems
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
SQL databases in Python, designed for simplicity, compatibility, and robustness.
A very simple framework for state-of-the-art Natural Language Processing (NLP)
📝 A text file containing 479k English words for all your dictionary/word-based projects e.g: auto-completion / autosuggestion
Minimal and clean examples of machine learning algorithms implementations
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Speech recognition module for Python, supporting several engines and APIs, online and offline.
Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.
Generate embeddings from large-scale graph-structured data.
PyTorch extensions for high performance and large scale training.
💻 Data Structures and Algorithms in Python
An open-source Python framework for hybrid quantum-classical machine learning.
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
A comprehensive reference for all topics related to Natural Language Processing
A Data Engineering & Machine Learning Knowledge Hub