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🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Awesome free machine learning and AI courses with video lectures.
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Elasticsearch integration into LangChain
🦜🔗 Build context-aware reasoning applications
[IMPORTANT: This library is now part of LangChain, follow its official documentation] A caching layer for LLMs that exploits Elasticsearch, fully compatible with LangChain caching, both for chat an…
A framework for rapid development of robust data pipelines following a simple design pattern
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Machine Learning Resources, Practice and Research
Extract Keywords from sentence or Replace keywords in sentences.
Transpile trained scikit-learn estimators to C, Java, JavaScript and others.
Official repository of RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.
Library for fast text representation and classification.
💫 Industrial-strength Natural Language Processing (NLP) in Python
Dexter is a framework that implements some popular algorithms and provides all the tools needed to develop any entity linking technique.
SAMOA (Scalable Advanced Massive Online Analysis) is an open-source platform for mining big data streams.
Application for drawing and animating objects over a web page, using html5 canvas. Visit the site for a demo.