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algorithm-practice-in-industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

alpacatag

AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)

ant-learn-pandas

pandas学习课程代码仓库

awesome-llm

Awesome-LLM: a curated list of Large Language Model

bert

TensorFlow code and pre-trained models for BERT

bert-ner

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

characters

中文停用词/常用汉字/生僻字集合

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chromimpute

clue

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

csguide

🔥 计算机学习路线，包括科班、非科班、Web、全栈、C++、Java、System等

gitskills

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

llama2-chinese

Llama中文社区，最好的中文Llama大模型，完全开源可商用

lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

nlp-beginner-finish

此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。

paddlenlp

👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.

paper-reading

深度学习经典、新论文逐段精读

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-worker

A framework for training, evaluating and testing models in pytorch.

qanet-pytorch

A PyTorch implementation of QANet.

recommendersystem

simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

spanner

SpanNER: Named EntityRe-/Recognition as Span Prediction

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.