sth's starred repositories
Efficient-LLMs-Survey
[TMLR 2024] Efficient Large Language Models: A Survey
LLMsNineStoryDemonTower
【LLMs九层妖塔】分享 LLMs在自然语言处理（ChatGLM、Chinese-LLaMA-Alpaca、小羊驼 Vicuna、LLaMA、GPT4ALL等）、信息检索（langchain）、语言合成、语言识别、多模态等领域（Stable Diffusion、MiniGPT-4、VisualGLM-6B、Ziya-Visual等）等 实战与经验。
llm-action
本项目旨在分享大模型相关技术原理以及实战经验。
NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
DeepCTR-Torch
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
punctuator
A small seq2seq punctuator tool based on DistilBERT
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
MT-paper-lists
MT paper lists (by conference)
qcon-slides
QCon Slides
mac-dev-setup
A beginner's guide to setting up a development environment on macOS
MT-PaperReading
Record my paper reading about Machine Translation and other related works.
localization-xml-mt
A High-Quality Multilingual Dataset for Structured Documentation Translation
nonauto-nmt
PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
ai-learning-roadmap
Ai Learning Roadmap based on lots of open course sources and book materials. 我总结的 AI 学习路径。
lowresource-nlp-bootcamp-2020
The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020
coding-interview-university
A complete computer science study plan to become a software engineer.
mtandseq2seq-code
Code examples for CMU CS11-731, Machine Translation and Sequence-to-sequence Models
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
Fast-Pytorch
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
graph-networks
A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined
rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
research_tao
NLP研究入门之道
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.