delip/PyTorchNLPBook

Jupyter Notebook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

natural-language-processingnlppytorch-nlppytorchpytorch-tutorialdeep-learningdeep-neural-networksneural-networksneural-machine-translation
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스타
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807
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2019년 1월2021년 7월2024년 2월2026년 9월
README

Natural Language Processing with PyTorch

Build Intelligent Language Applications Using Deep Learning
By Delip Rao and Brian McMahan

Welcome. This is a companion repository for the book Natural Language Processing with PyTorch: Build Intelligent Language Applications Using Deep Learning.

Table of Contents

관련 저장소
huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

PythonPyPIApache License 2.0nlpnatural-language-processing
huggingface.co/transformers
165k34.5k
rasbt/LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter NotebookOthergptlarge-language-models
amzn.to/4fqvn0D
104.5k16k
d2l-ai/d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

PythonPyPItutorialApache License 2.0deep-learningbook
zh.d2l.ai
80.4k12.4k
GokuMohandas/Made-With-ML

Learn how to develop, deploy and iterate on production-grade ML applications.

Jupyter NotebookMIT Licensemachine-learningdeep-learning
madewithml.com
49.4k7.8k
google-research/bert

TensorFlow code and pre-trained models for BERT

PythonPyPIApache License 2.0nlpgoogle
arxiv.org/abs/1810.04805
40k9.7k
hankcs/HanLP

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 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

PythonPyPIlibraryApache License 2.0nlpnatural-language-processing
hanlp.com
36.5k10.9k
explosion/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

PythonPyPIMIT Licensenatural-language-processingdata-science
spacy.io
33.9k4.7k
eugeneyan/applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

MIT Licenseapplied-machine-learningproduction
30.1k4k
d2l-ai/d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

PythonPyPItutorialOtherdeep-learningmachine-learning
d2l.ai
29.6k5.1k
srbhr/Resume-Matcher

The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

PythonPyPIApache License 2.0text-similaritynatural-language-processing
resumematcher.fyi
28.4k5k
AccumulateMore/CV

✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

Jupyter Notebooktutorialbookchinese
23.6k2.6k
sebastianruder/NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

PythonPyPIMIT Licensenatural-language-processingmachine-learning
nlpprogress.com
23k3.6k