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Assignments for CS146S: The Modern Software Dev (Stanford University Fall 2025)
《深入浅出图神经网络：GNN原理解析》配套代码
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
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…
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
leeml-notes已更名为leedl-tutorial，请访问：https://github.com/datawhalechina/leedl-tutorial
Python package built to ease deep learning on graph, on top of existing DL frameworks.
《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》；《菜菜的机器学习sklearn》
Here, we de novo assembled 110 representative Setaria accessions from a worldwide collected 1,844 variteies, and performed pan-/graph- genome studies, as well as demographic and genetic studies of …
Test sets and pipeline scripts for pan-genomic graph analysis
The pipeline for remapping VCF variants between two arbitrary FASTA assemblies.
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
手写实现李航《统计学习方法》书中全部算法
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
A high performance implementation of HDBSCAN clustering.