Repository Index

VIP cheatsheets for Stanford's CS 229 Machine Learning

• cheatsheet
• machine-learning
• data-science
• supervised-learning

Machine Learning Engineering Open Book

• pytorch
• slurm
• large-language-models
• llm

TranslatedQiu Xipeng's "Neural Networks and Deep Learning" (神经网络与深度学习), Second Edition and General Edition: e-book, chapter table of contents, learning resources, and errata.

• attention-mechanism
• chinese
• deep-learning
• machine-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

• pytorch
• machine-learning
• deep-learning

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

• natural-language-processing
• deep-learning
• machine-learning
• language

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

• ai
• finetuning
• langchain
• llama

machine learning and deep learning tutorials, articles and other resources

• deep-learning-tutorial
• machine-learning
• machinelearning
• deeplearning

TranslatedDeep Learning Tutorial, excellent articles

• deeplearning
• cnn
• rnn
• gan

TranslatedThis project covers the knowledge points and code implementations frequently asked about in Machine Learning, Deep Learning, and NLP interviews, and it is also the basic theoretical knowledge that an algorithm engineer must master.

• nlp
• machine-learning
• deep-learning

📺 Discover the latest machine learning / AI courses on YouTube.

• machine-learning
• deep-learning
• nlp
• natural-language-processing

Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases

• machine-learning
• deep-learning
• leedl-tutorial
• cnn

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

• machine-learning
• machine-intelligence
• artificial-intelligence
• reinforcement-learning

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

• pytorch
• python
• machine-learning
• deep-learning

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

• keras
• deep-learning
• seq2seq
• encoder-decoder

Companion webpage to the book "Mathematics For Machine Learning"

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

• kubernetes
• minikube
• meetup
• resource

Oxford Deep NLP 2017 course

• deep-learning
• machine-learning
• natural-language-processing
• nlp

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

• machine-learning
• mlops
• model-deployment
• model-monitoring

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

• deep-learning
• artificial-intelligence
• machine-learning
• keras

This repository is no longer maintained.

• machine-learning
• paper
• code
• cvpr

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

• machine-learning
• distributed-systems
• postgresql
• deep-learning

Your new Mentor for Data Science E-Learning.

• tensorflow
• machine-learning
• machine-vision
• datascience

Learn ML engineering for free in 4 months! Register here 👇🏼

• course
• deployment
• docker
• fastapi

TranslatedLlama Chinese community: compiles the latest Llama learning materials in real time and builds the best open-source ecosystem of Chinese Llama large models, fully open source and commercially usable

• llama
• llm
• pretraining
• agent