《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。
☆55Nov 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！☆7,795Feb 26, 2022Updated 4 years ago
- A collection of multi-view datasets☆13Mar 22, 2022Updated 4 years ago
- 融合专家知识的贝叶斯网络结构学习☆19Jan 4, 2022Updated 4 years ago
- ☆14Mar 27, 2026Updated 6 months ago
- Sample codes on computational solid state physics☆17Aug 15, 2020Updated 6 years 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.
- This GitHub repository contains additional information supporting published manuscripts☆21Sep 9, 2024Updated 2 years ago
- Tools for computing spectral heat current distribution using LAMMPS NEMD simulations.☆15Mar 11, 2020Updated 6 years ago
- Self-Supervised Convolutional Subspace Clustering Network☆13Jun 2, 2019Updated 7 years ago
- CUDA_C编程权威指南示例代码☆13Mar 22, 2023Updated 3 years ago
- Reciprocal Space Attention (RSA) for Learning Long-Range Interactions☆17Nov 7, 2025Updated 11 months ago
- 机器学习预测表面物种性质 Predict property on surface using machine learning with SOAP encode☆17Dec 27, 2018Updated 7 years ago
- Object-oriented microkinetic modeling package using ASE☆21May 27, 2023Updated 3 years ago
- Tool to analyze the charge evolution in a reaction pathway as derived from the nudged elastic band (NEB) method in VASP☆16Jan 2, 2022Updated 4 years ago
- CrysText: A Generative AI Approach for Text-Conditioned Crystal Structure Generation using LLM☆20Jul 14, 2026Updated 2 months ago
- 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.
- ☆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
- Tensorflow based implementation of deep siamese LSTM network for sentence classification using character embeddings☆15Oct 17, 2017Updated 8 years ago
- Improving Word Embeddings by combining word embeddings with their POS (Part Of Speech) tag.☆18Aug 18, 2020Updated 6 years ago
- keras implementation for paper - Enhanced LSTM for Natural Language Inference, tested on Quora Question Pairs dataset.☆11Dec 23, 2019Updated 6 years ago
- Introduction to classical Monte Carlo methods☆26Dec 3, 2021Updated 4 years ago
- 99.7% accuracy solution for Dogs vs Cats Redux Kaggle competition☆13Nov 2, 2017Updated 8 years ago
- 仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记【问答篇】☆21Mar 22, 2023Updated 3 years ago
- Automated DAOPHOT-based PSF photometry pipeline☆11Apr 3, 2026Updated 6 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 机器学习白板推导系列笔记总结☆32Dec 2, 2019Updated 6 years ago
- A tool that helps finding decoy molecules for a given target, provided a set of active molecules.☆19Feb 24, 2022Updated 4 years ago
- Structure Prototype Analysis Package can analyze symmetry and compare similarity of a large number of atomic structures.☆25Sep 9, 2022Updated 4 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
- Clustering algorithms processing methods on astronomical spectra.☆10Oct 24, 2023Updated 2 years ago
- Matlab implementation of TCK☆12Jul 5, 2019Updated 7 years ago
- Catalyst Micro-kinetic Analysis Package for automated creation of micro-kinetic models used in catalyst screening☆128Oct 8, 2024Updated 2 years ago
- Band alignment plotting tool☆27Mar 28, 2025Updated last year
- Some useful vasp scripts and tools☆22Dec 7, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Deep Learning and Reinforcement Learning 学习资料☆21Dec 22, 2024Updated last year
- Implementation of AAAI2021 paper "Writing Polishment with Simile: Task, Dataset and A Neural Approach"☆21Dec 25, 2020Updated 5 years ago
- SCI期刊信息爬虫☆14Jan 6, 2019Updated 7 years ago
- prompt engineering ，llm，text2sql☆39Oct 7, 2023Updated 3 years ago
- SGQuant: Squeezing the Last Bit on Graph Neural Networks with Specialized Quantization☆11Aug 12, 2020Updated 6 years ago
- ☆11Dec 27, 2016Updated 9 years ago
- Compressive sensing lattice dynamics☆31May 7, 2026Updated 5 months ago