算法理论基础知识应知应会
☆2,568Oct 30, 2022Updated 3 years ago
Alternatives and similar repositories for Reflection_Summary
Users that are interested in Reflection_Summary are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。☆17,720Jan 9, 2026Updated 5 months ago
- 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系sc…☆57,429Jun 26, 2024Updated last year
- 总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力☆7,499Aug 24, 2022Updated 3 years ago
- 基础的深度学习实验研究结果汇总笔记☆509May 22, 2023Updated 3 years ago
- 该仓库主要记录 NLP 算法工程师相关的面试题☆2,767Apr 12, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）☆8,857Apr 24, 2024Updated 2 years ago
- Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋☆9,933Sep 22, 2022Updated 3 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,621Nov 25, 2025Updated 6 months ago
- 机器学习面试复习资源☆1,236Aug 13, 2023Updated 2 years ago
- 该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记☆4,028Aug 18, 2023Updated 2 years ago
- 《统计学习方法》的代码实现☆19,585Aug 22, 2023Updated 2 years ago
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,862Apr 22, 2026Updated last month
- 使用Python3用优雅的方式实现《剑指Offer》中的题目。☆531Oct 26, 2020Updated 5 years ago
- 汇总各大互联网公司容易考察的高频leetcode题🔥☆19,946Mar 13, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现☆7,666Jun 23, 2020Updated 5 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☆4,747Oct 22, 2025Updated 7 months ago
- AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）☆6,091Jun 5, 2025Updated last year
- Pytorch🍊🍉 is delicious, just eat it! 😋😋☆6,159Feb 25, 2025Updated last year
- 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.☆13,234Aug 30, 2021Updated 4 years ago
- 算法工程师(人工智能CV方向)面试问题及相关资料☆3,017Aug 18, 2024Updated last year
- Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]☆6,297Aug 5, 2023Updated 2 years ago
- 主要是我是日常看过的不错的文章的资源汇总，方便自己也分享给大家。有些我看过的，就会做简单的解读，没看过的，就先罗列一下，然后之后看了把解读更新上；涉及到搜索/推荐/自然语言处理。☆1,758Jun 3, 2021Updated 5 years ago
- 机器学习算法的公式推导以及numpy实现☆2,123May 2, 2023Updated 3 years 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.
- Crack LeetCode, not only how, but also why.☆133,584Feb 28, 2026Updated 3 months ago
- 该仓库主要记录 NLP 算法工程师相关的面试题☆2,585Oct 10, 2023Updated 2 years ago
- Natural Language Processing Tutorial for Deep Learning Researchers☆14,910Feb 21, 2024Updated 2 years ago
- 邱锡鹏《神经网络与深度学习》（蒲公英书 ）理论书 v2 与通识版☆18,892Jun 1, 2026Updated 2 weeks ago
- 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。☆19,405Oct 14, 2021Updated 4 years ago
- 复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！☆2,805Apr 4, 2026Updated 2 months ago
- Algorithm Patterns — the most scientific way to practice, the fastest path to an offer. You deserve it~ 算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~☆15,462May 30, 2026Updated 2 weeks ago
- Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）☆10,211Apr 19, 2026Updated last month
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,035Jun 6, 2026Updated last week
- 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.
- 收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中☆2,241Aug 29, 2023Updated 2 years ago
- 《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。☆1,701Apr 26, 2026Updated last month
- 数据科学的笔记以及资料搜集☆8,561Aug 16, 2021Updated 4 years ago
- 2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的…☆2,472Dec 4, 2018Updated 7 years ago
- Data competition Top Solution 数据竞赛top解决方案开源整理☆3,372Nov 13, 2020Updated 5 years ago
- 周志华《机器学习》手推笔记☆3,775Mar 13, 2021Updated 5 years ago
- 《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版☆4,896Nov 28, 2023Updated 2 years ago