本课程面对具有一定机器学习基础，但尚未入门的NLPer或经验尚浅的NLPer，尽力避免陷入繁琐枯燥的公式讲解中，力求用代码展示每个模型背后的设计思想，同时也会带大家梳理每个模块下的技术演变，做到既知树木也知森林。
☆89Dec 17, 2023Updated 2 years ago
Alternatives and similar repositories for hands-dirty-nlp
Users that are interested in hands-dirty-nlp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 主要存储Datawhale组队学习中“自然语言处理”方向的资料。☆944Sep 17, 2021Updated 4 years ago
- Hugging Face Audio Course中文版，帮助学习者快速入门音频模态☆37May 25, 2024Updated last year
- we want to create a repo to illustrate usage of transformers in chinese☆3,210Aug 18, 2024Updated last year
- DataFountain第五届达观杯第4名方案☆11Dec 3, 2021Updated 4 years ago
- PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/☆3,627Jan 18, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star☆3,664Dec 2, 2025Updated 5 months ago
- Utilizing graphical neural networks and embeddings on a medical database KEGG to perform link predictions and drug similarity systems.☆17Oct 2, 2021Updated 4 years ago
- Building BERT Model with PyTorch☆23Dec 9, 2024Updated last year
- 本仓库将带大家从零开始,用pytorch的线性层搭建传统的NLP神经网络☆43Dec 8, 2024Updated last year
- 主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。☆1,830Mar 16, 2022Updated 4 years ago
- InfiniTensor 大模型与人工智能系统训练营 CUDA 方向作业与项目系统☆44Feb 24, 2026Updated 2 months ago
- 图深度学习（葡萄书），在线阅读地址： https://datawhalechina.github.io/grape-book☆278Apr 21, 2024Updated 2 years ago
- 数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路☆4,739Oct 22, 2025Updated 6 months ago
- Follow me，从 0 到 1 掌握 SQL。☆989Jan 10, 2026Updated 3 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果☆1,441May 29, 2024Updated last year
- Datawhale NLP 面筋☆263May 26, 2021Updated 4 years ago
- Krita Viewer plugin for QuickLook base on mergedimage in kra file☆16May 31, 2022Updated 3 years ago
- 模型压缩的小白入门教程，PDF下载地址 https://github.com/datawhalechina/awesome-compression/releases☆367Nov 25, 2025Updated 5 months ago
- DDS Viewer plugin for QuickLook☆14Jun 19, 2022Updated 3 years ago
- 大模型学习--从模型部署到模型微调，此项目是经过训练营学习后，结合训练营项目，自我理解消化总结，以及创新型应用。可star/fork☆21Mar 26, 2024Updated 2 years ago
- 《机器学习》（西瓜书）代码实战☆965May 7, 2025Updated last year
- ☆145Apr 20, 2022Updated 4 years ago
- [EMNLP 2022 Findings] SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction☆22Oct 12, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 解锁HuggingFace生态的百般用法☆97Dec 14, 2024Updated last year
- HuggingLLM, Hugging Future.☆3,064Aug 30, 2025Updated 8 months ago
- golang后端知识点总结，从各个博客、公众号收集提炼了一些知识点，希望大家一起学习进步吧，感谢开源的力量🙏☆20Nov 3, 2022Updated 3 years ago
- Bypass "fancy online reader" and just get the darn pdf☆13Apr 15, 2026Updated 3 weeks ago
- Source code and data for ACL 2019 Long Paper ``Semantic Parsing with Dual Learning".☆23Feb 21, 2021Updated 5 years ago
- Corel Viewer plugin for QuickLook base on Thumbnail in cdr file☆19Jun 3, 2022Updated 3 years ago
- Matplotlib中文教程，在线阅读地址：https://datawhalechina.github.io/fantastic-matplotlib/☆527Jul 31, 2022Updated 3 years ago
- 机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual☆2,051Apr 30, 2026Updated last week
- 使用Qwen1.5-0.5B-Chat模型进行通用信息抽取任务的微调，旨在： 验证生成式方法相较于抽取式NER的效果； 为新手提供简易的模型微调流程，尽量减少代码量； 大模型训练的数据格式处理。☆14Sep 6, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 大模型/LLM推理和部署理论与实践☆394Jul 14, 2025Updated 9 months ago
- 推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/☆7,081Apr 16, 2026Updated 3 weeks ago
- 电子书阅读地址☆27Jul 20, 2023Updated 2 years ago
- 林九州 四川大学 第七届信也科技杯图算法大赛——欺诈用户风险识别 代码☆10Jul 17, 2022Updated 3 years ago
- A pre-trained model with multi-exit transformer architecture.☆56Dec 10, 2022Updated 3 years ago
- Paper阅读记录博客（基于GitHub Action和GitHub Issue实现）。☆60Sep 19, 2025Updated 7 months ago
- XMind Viewer plugin for QuickLook base on thumbnail in xmind file.☆25May 29, 2022Updated 3 years ago