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Course on recommender systems conducted at the Faculty of Computer Science, National Research University - Higher School of Economics. Academic year 2022-2023.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
🧑🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.
Notebooks for the "JAX in Action" book
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Guide on how to prepare for quant trading roles out of college
GoodbyeDPI — Deep Packet Inspection circumvention utility (for Windows)
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
The fastest way to create an HTML app
Вопросы для подготовки к интервью на позицию Python Developer
Материалы курса "Современный NLP. Большие языковые модели"
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
A resource for learning about Machine learning & Deep Learning
Материалы курса Углубленный Python в ВШЭ от VK Education, осень 2024
Make typesetting LaTeX as fast as handwriting through snippets, text expansion, and editor enhancements
Штучки для курса «Углубленное программирование на C/C++»
Материалы открытого курса Углубленный Python от VK Education, осень 2024
Public quant internship repository, maintained by NUFT but available for everyone.
Numerical linear algebra course in Ozon masters, Fall 2020
Efficient DL/ML Models Seminars