《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！☆7,754Feb 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 10 years ago
- PyTorch implementation of Attentional Factorization Machines☆11May 30, 2019Updated 7 years ago
- A collection of multi-view datasets☆12Mar 22, 2022Updated 4 years ago
- Implementation of the Matrix Factorization Recommender System from the Netflix Paper☆32Oct 18, 2016Updated 9 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.
- This repository is about out ICPR work, GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks☆16Feb 6, 2019Updated 7 years ago
- ☆11Jan 30, 2023Updated 3 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
- 米家插件用的react native库☆12Jan 26, 2023Updated 3 years ago
- Paper and notes of Recommender systems.☆36Mar 31, 2020Updated 6 years ago
- Clustering algorithms processing methods on astronomical spectra.☆10Oct 24, 2023Updated 2 years ago
- 分布式、高并发游戏服务器，C++编写、数据库mysql、缓存redis。配置文件在config文件夹中☆15May 6, 2023Updated 3 years ago
- ☆11Dec 12, 2022Updated 3 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
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Tensorflow 2.0 implementation of STAR RNN☆10Jun 7, 2020Updated 6 years ago
- 周志华《机器学习》☆91Mar 15, 2018Updated 8 years ago
- Matlab implementation of TCK☆12Jul 5, 2019Updated 7 years ago
- Algorithm for Interview（面试算法笔记-中文）☆10Jul 23, 2018Updated 7 years ago
- Deep Learning and Reinforcement Learning 学习资料☆21Dec 22, 2024Updated last year
- 利用LSTM根据前16帧图像预测第17帧☆24Sep 24, 2019Updated 6 years ago
- yolov5_obb C++ onnxruntime deployment☆10Mar 11, 2024Updated 2 years ago
- SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization☆11Aug 12, 2020Updated 5 years ago
- A draw.io template for creating software architecture & infrastructure diagrams. Blazing fast & beautiful.☆14Oct 11, 2023Updated 2 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.
- 广告推荐系统web展示demo☆10Aug 13, 2015Updated 10 years ago
- Recent papers on Graph Neural Networks-based Recommender System.☆12Aug 21, 2023Updated 2 years ago
- Repository for paper Temporal consistency learning for video super-resolution.☆12Updated this week
- SDAE-recommendation system☆12Mar 14, 2018Updated 8 years ago
- A monster repo for random research, not organized in any particular way☆13Dec 27, 2016Updated 9 years ago
- Simultaneous astrometry and photometry☆11Updated this week
- Tutorials and talks held from PyData London 2019☆12Nov 22, 2022Updated 3 years ago
- 基于小黄鸡50w对话语料构建的SequenceToSequence生成式对话模型。☆56Jun 22, 2019Updated 7 years ago
- 网页剪报☆12Jan 30, 2016Updated 10 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Highway Tollgates Traffic Flow Prediction☆10May 31, 2017Updated 9 years ago
- pocketfft in standalone C☆15Nov 26, 2020Updated 5 years ago
- 工业级中文语音识别系统电子书☆13Oct 30, 2020Updated 5 years ago
- ☆13Aug 28, 2018Updated 7 years ago
- PuLID native implementation for ComfyUI☆10Sep 16, 2024Updated last year
- Including several social-media-computing tools.☆11Jan 4, 2019Updated 7 years ago
- Unsupervised Tracklet Person Re-Identification☆10Apr 29, 2019Updated 7 years ago