《深度学习》因封面为一簇花丛又称“花书”，是由深度学习领域老、中、青三代结合而成的经典之作，被业界尊称为“AI圣经”。其中Yoshua Bengio为深度学习的三驾马车之一，Ian Goodfellow因发明了GAN而闻名，最后Aaron Courville为青年研究者。花书从应用数学基础开始，围绕着神经网络拓展开来，因此相较于《机器学习》全面介绍不同类型的算法，花书可以看作为神经网络章节的延伸，从深度前馈神经网络，到卷积神经网络，再到循环神经网络，以及辅助神经网络训练调参的正则化、优化方法、实践策略。记录了本人在学习过程中的核心知识点以及辅助理解的拓展知识点，希望能帮助大家打开深度学习新世界的大门。
☆54Nov 7, 2018Updated 7 years ago
Alternatives and similar repositories for Deep-Learning-learning-notes
Users that are interested in Deep-Learning-learning-notes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！☆7,696Feb 26, 2022Updated 4 years ago
- 机器学习笔记，来源于：李航的《统计学习方法》 周志华的《机器学习》 Peter Harrington 的《机器学习实战》 以及Python的 Scikit-Learn 开源库。☆43May 14, 2016Updated 9 years ago
- PyTorch implementation of Attentional Factorization Machines☆10May 30, 2019Updated 6 years ago
- My 3rd place solution to the OpenKBP 2020 Competition☆13Jun 11, 2020Updated 5 years ago
- A collection of multi-view datasets☆12Mar 22, 2022Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- MetaPlanner is an open source automated treatment planning method that performs meta-optimization of treatment planning hyperparameters. …☆13Nov 7, 2023Updated 2 years ago
- Predicting radiation dose from pre-treatment patient parameters☆14Aug 20, 2019Updated 6 years ago
- 高考数据统计, 迁移到 https://gitee.com/achun/JinBang☆14Jul 27, 2017Updated 8 years ago
- 使用 Django2 作为接口后端，scrapy 作为爬虫的一个代理 IP 池☆10Jun 6, 2020Updated 5 years 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15个章节，近20万字。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…☆15Nov 26, 2018Updated 7 years ago
- 基于DevAGI平台的基础代码☆24Dec 10, 2023Updated 2 years ago
- self complemented SpellCorrection based pinyin similairity, edit distance ，基于拼音相似度与编辑距离的查询纠错。☆84May 20, 2022Updated 3 years ago
- This algorithm is based on the paper 'K-Means clustering algorithm Based on Adapative Feature Weighted'☆31Aug 9, 2019Updated 6 years ago
- 一个基于 Tauri + React + Rust 的桌面文本对比工具，专注于轻量、快速和直观的双栏差异查看体验。☆24Feb 11, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 99.7% accuracy solution for Dogs vs Cats Redux Kaggle competition☆13Nov 2, 2017Updated 8 years ago
- 机器学习白板推导系列笔记总结☆32Dec 2, 2019Updated 6 years ago
- Automated DAOPHOT-based PSF photometry pipeline☆11Apr 3, 2026Updated last week
- Jupyter notebooks for the Energy and Buildings Publication☆17May 11, 2020Updated 5 years ago
- 机器学习笔记和算法的python代码实现，学习的课程包括Andrew Ng 和林轩田的Machine Learning的课程，以及周志华的《机器学习》和李航的《统计学习方法》等电子书。☆17Mar 8, 2018Updated 8 years ago
- Paper and notes of Recommender systems.☆36Mar 31, 2020Updated 6 years ago
- Develop plan optimization models for knowledge-based planning in radiotherapy☆23Dec 28, 2024Updated last year
- Improving Word Embeddings by combining word embeddings with their POS (Part Of Speech) tag.☆18Aug 18, 2020Updated 5 years ago
- Tensorflow 2.0 implementation of STAR RNN☆10Jun 7, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- 周志华《机器学习》☆91Mar 15, 2018Updated 8 years ago
- Matlab implementation of TCK☆12Jul 5, 2019Updated 6 years ago
- 🇨🇳翻译: <awesome-puppeteer> Puppeteer 资源的精选列表 ❤️ 校对 ✅☆23Mar 29, 2019Updated 7 years ago
- SCI期刊信息爬虫☆14Jan 6, 2019Updated 7 years ago
- RS Generate dataset☆18Jan 2, 2025Updated last year
- 广告推荐系统web展示demo☆10Aug 13, 2015Updated 10 years ago
- SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization☆11Aug 12, 2020Updated 5 years ago
- prompt engineering ，llm，text2sql☆38Oct 7, 2023Updated 2 years ago
- SDAE-recommendation system☆12Mar 14, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Part-of-speech tagger for the English language☆10Jul 31, 2018Updated 7 years ago
- A draw.io template for creating software architecture & infrastructure diagrams. Blazing fast & beautiful.☆15Oct 11, 2023Updated 2 years ago
- 一个快速开发框架模版开箱即用。 A fast development demo template for Java17 Springboot3, Vue3,Vite And TDesign UI .☆13Dec 28, 2024Updated last year
- Recent papers on Graph Neural Networks-based Recommender System.☆12Aug 21, 2023Updated 2 years ago
- A curated list of resources on energy-based models.☆10Mar 14, 2022Updated 4 years ago
- Radiotherapy Dose Tools☆28Sep 8, 2023Updated 2 years ago
- Source code and data for [Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction]☆15Feb 22, 2019Updated 7 years ago