AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱
☆2,982Jan 20, 2025Updated last year
Alternatives and similar repositories for AlphaTree-graphic-deep-neural-network
Users that are interested in AlphaTree-graphic-deep-neural-network are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 《深入浅出图神经网络：GNN原理解析》配套代码☆1,922Feb 24, 2021Updated 5 years ago
- Must-read papers on graph neural networks (GNN)☆16,763Dec 20, 2023Updated 2 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…☆57,365Jun 26, 2024Updated last year
- Paper Lists for Graph Neural Networks☆2,297Dec 29, 2023Updated 2 years ago
- 记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文☆6,752Jul 8, 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.
- 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。☆17,657Jan 9, 2026Updated 3 months ago
- pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行☆21,630Jul 25, 2024Updated last year
- 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）☆8,823Apr 24, 2024Updated 2 years 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。☆19,377Oct 14, 2021Updated 4 years ago
- A list of all named GANs!☆14,699Oct 6, 2023Updated 2 years ago
- Graph Neural Network Library for PyTorch☆23,716Apr 30, 2026Updated last week
- 深度学习论 文翻译，包括分类论文，检测论文等☆4,395May 22, 2020Updated 5 years ago
- Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html☆7,501Dec 17, 2022Updated 3 years ago
- OpenMMLab Detection Toolbox and Benchmark☆32,653Aug 21, 2024Updated last year
- AI Agents on 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.
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,780Apr 26, 2026Updated last week
- cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理☆12,491Apr 25, 2024Updated 2 years ago
- Deep Learning Book Chinese Translation☆37,268Dec 3, 2019Updated 6 years ago
- PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)☆12,843Dec 24, 2023Updated 2 years ago
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,220Nov 12, 2024Updated last year
- 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。☆77,678Jul 30, 2024Updated last year
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,797Apr 22, 2026Updated 2 weeks ago
- A paper list of object detection using deep learning.☆11,400Feb 12, 2024Updated 2 years ago
- text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network☆3,436Oct 3, 2023Updated 2 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.
- 机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶☆8,622Jul 9, 2024Updated last year
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,271Jul 31, 2025Updated 9 months ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,490Feb 1, 2026Updated 3 months ago
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,110Apr 22, 2022Updated 4 years ago
- 中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽…☆80,436May 10, 2024Updated last year
- deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）☆20,536Apr 29, 2022Updated 4 years ago
- CVPR 2026 论文和开源项目合集☆22,518Mar 8, 2026Updated 2 months ago
- CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras☆2,788Oct 8, 2019Updated 6 years ago
- Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.☆9,378Feb 16, 2023Updated 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.
- State-of-the-art 2D and 3D Face Analysis Project☆28,580Mar 29, 2026Updated last month
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,739Apr 29, 2026Updated last week
- PyTorch Tutorial for Deep Learning Researchers☆32,320Aug 15, 2023Updated 2 years ago
- Data competition Top Solution 数据竞赛top解决方案开源整理☆3,374Nov 13, 2020Updated 5 years ago
- 深度学习入门教程, 优秀文章, Deep Learning Tutorial☆17,450Apr 21, 2022Updated 4 years ago
- ncnn is a high-performance neural network inference framework optimized for the mobile platform☆23,178Apr 22, 2026Updated 2 weeks ago
- Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials…☆14,327Feb 18, 2025Updated last year