The Open Software & Tools Directory

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

pix2tex: Using a ViT to convert images of equations into LaTeX code.

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

A neural network that transforms a design mock-up into a static website.

Topic Modelling for Humans

Machine learning, in numpy

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

A curated list for awesome kubernetes sources :ship::tada:

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

🦉 Data Versioning and ML Experiments

Machine Learning Toolkit for Kubernetes

Oxford Deep NLP 2017 course

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

Tensor library for machine learning

Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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Your new Mentor for Data Science E-Learning.

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all f

A hyperparameter optimization framework

Image augmentation for machine learning experiments.

NLTK Source