Education & Research

Core ML/DL frameworks and research tooling for learning and experimentation.

988 projects

See methodology for ranking rules; order uses public GitHub metrics within this scenario.

801–820 of 988

Rank Project Stars Forks
801 aigc

《构筑大语言模型应用:应用开发与架构设计》一本关于 LLM 在真实世界应用的开源电子书,介绍了大语言模型的基础知识和应用,以及如何构建自己的模型。其中包括Prompt的编写、开发和管理,探索最好的大语言模型能带来什么,以及LLM应用开发的模式和架构设计。

1.7K 186
802 PPLM

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

1.2K 203
803 stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

20.2K 4.3K
804 CVND_Exercises

Exercise notebooks for CVND.

760 671
805 best_AI_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

2.9K 237
806 tensor-house

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

1.5K 511
807 EventExtractionPapers

A list of NLP resources focused on event extraction task

579 92
808 machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

7.8K 1.5K
809 Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learning

6.4K 730
810 around-dataengineering

A Data Engineering & Machine Learning Knowledge Hub

1.1K 222
811 edx-dl

A simple tool to download video lectures from edx.org (and other openedx sites)

2.0K 629
812 understand-prompt

AI exploration and summary based on my skills in programming, drawing, and writing: Stable Diffusion generates images from an image; ChatGPT generates articles from a topic; GitHub Copilot accelerates coding. Note: contains images unsuitable for minors.

5.6K 440
813 data-centric-ai

Resources for Data Centric AI

1.1K 120
814 nlp-paper

NLP papers with reading notes, model reproductions, and data processing (code in TensorFlow and PyTorch)

1.3K 188
815 growth-ebook

Growth Engineering: The Definitive Guide。全栈增长工程师指南

7.8K 1.2K
816 ILearnDeepLearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

1.4K 462
817 dev-practice

Practice your skills with these ideas.

1.6K 129
818 awesome_LLMs_interview_notes

LLMs interview notes and answers:该仓库主要记录大模型(LLMs)算法工程师相关的面试题和参考答案

1.3K 330
819 NLP_Quickbook

NLP in Python with Deep Learning

606 232
820 Transformers-for-NLP-2nd-Edition

Comprehensive guide to transformer models from BERT to GPT-4, with hands-on fine-tuning, training, and prompt engineering examples.

966 362