SnailDM's starred repositories
DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
CleanTransformer
an implementation of transformer, bert, gpt, and diffusion models for learning purposes
DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
transformers_tasks
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
ChatIE
The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us. The response speed depends on openai. ( sometimes, the official is too crowded and slow)
llm-action
本项目旨在分享大模型相关技术原理以及实战经验。
a_journey_into_math_of_ml
汉语自然语言处理视频教程-开源学习资料
hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Prompt-Engineering-Guide-Chinese
Prompt工程师指南，源自英文版，但增加了AIGC的prompt部分，为了降低同学们的学习门槛，翻译更新
PromptCLUE
PromptCLUE, 全中文任务支持零样本学习模型
bert-downstream-framework
a framework containing various NLP tasks using bert
nlp_projects
some nlp projects
Data-Competition-TopSolution
Data competition Top Solution 数据竞赛top解决方案开源整理
learn-regex-zh
:cn: 翻译: 学习正则表达式的简单方法
joyful-pandas
pandas中文教程
pkuseg-python
pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
Multi-Label-Text-Classification-for-Chinese
pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.
Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
pytorch_geometric
Graph Neural Network Library for PyTorch
tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.