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A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)
Implementation and experiments of graph embedding algorithms.
Insider Threat Detection using Isolation Forest
Subgraph matching for insider threat detection
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Graph Neural Network Library for PyTorch
📚 Freely available programming books
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。
Kongyiyi / tensorflow2-zh
Forked from mashangxue/tensorflow2-zhTensorFlow2.0 官方教程翻译，基本概念讲解、实战项目、TensorFlow2.0编程技巧。
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
PyTorch implementation of CNNs for CIFAR benchmark
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
My blogs and code for machine learning. http://cnblogs.com/pinard
A collection of high-impact and state-of-the-art SR methods
《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。