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Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

Python 294 26 Updated Oct 27, 2022

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Jupyter Notebook 1,905 306 Updated Oct 20, 2023

unified embedding model

Python 865 70 Updated Sep 1, 2023

text2vec, text to vector. 文本向量表征工具,把文本转化为向量矩阵,实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型,开箱即用。

Python 4,788 417 Updated Jun 13, 2025

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 61,661 6,233 Updated Aug 24, 2024

搜集、整理、发布 中文 自然语言处理 语料/数据集,与 有志之士 共同 促进 中文 自然语言处理 的 发展。

Jupyter Notebook 6,267 1,420 Updated Jan 29, 2019

手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube

Jupyter Notebook 3,051 421 Updated Jul 15, 2024

SimCSE有监督与无监督实验复现

Python 148 27 Updated Feb 22, 2024
Python 278 78 Updated Apr 26, 2022

Free ChatGPT&DeepSeek API Key,免费ChatGPT&DeepSeek API。免费接入DeepSeek API和GPT4 API,支持 gpt | deepseek | claude | gemini | grok 等排名靠前的常用大模型。

Python 30,744 2,219 Updated Jun 28, 2025

[EMNLP 2023] C-STS: Conditional Semantic Textual Similarity

Python 74 7 Updated May 23, 2024

Foundation Architecture for (M)LLMs

Python 3,088 223 Updated Apr 11, 2024

State-of-the-Art Text Embeddings

Python 17,075 2,629 Updated Jul 3, 2025

深度学习经典、新论文逐段精读

30,692 2,666 Updated Mar 22, 2025

Open Language Pre-trained Model Zoo

1,000 137 Updated Nov 18, 2021

比Sentence-BERT更有效的句向量方案

Python 374 25 Updated Nov 9, 2022

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go 35,793 3,277 Updated Jul 4, 2025

A library for efficient similarity search and clustering of dense vectors.

C++ 35,891 3,940 Updated Jul 3, 2025

Implementation of the ESIM model for natural language inference with PyTorch

Python 368 102 Updated Aug 29, 2021

Tensorflow implementations of various Deep Semantic Matching Models (DSMM).

Python 228 76 Updated Dec 2, 2018

gaiic2021-track3-小布助手对话短文本语义匹配复赛rank3、决赛rank4

Python 146 42 Updated Jun 19, 2021

ccf 2020 qa match competition top1

Python 266 83 Updated Jan 28, 2021

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

Shell 57,044 12,054 Updated Jun 15, 2025

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

Jupyter Notebook 21,031 5,427 Updated Jul 25, 2024

吴恩达老师的机器学习课程个人笔记

HTML 34,383 10,930 Updated Jun 10, 2024
Python 642 204 Updated Mar 15, 2025
Shell 5 2 Updated Dec 7, 2022
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