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prml

PRML algorithms implemented in Python

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pygcn

Graph Convolutional Networks in PyTorch

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-gat

My implementation of the original GAT paper (Veličković et al.). Jupyter Notebook coming soon and an inductive example as well. I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings and attention mechanism.

pytorch_dgcnn

PyTorch implementation of DGCNN

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

recurrent-pixel-embedding-for-instance-grouping

embedding and grouping pixels into boundary, proposal, segment and object instance.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

scene-graph-tf-release

"Scene Graph Generation by Iterative Message Passing" code repository

scikit-learn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

sketch-rnn-flowchart

trained sketch-rnn / deployed with sketch-rnn-js on flowchart dataset

spektral

Deep learning on graphs with Keras.

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow_models_learning

tensorflow GoogleNet inception V1 V2 V3 V4

tpu

Reference models and tools for Cloud TPUs.

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

tutorials

ucasthesis

[最新样式] **科学院大学学位论文 LaTeX 模板 LaTeX Thesis Template for the University of Chinese Academy of Sciences

understanding-pytorch-batching-lstm

Understanding and visualizing PyTorch Batching with LSTM

utils.pytorch

Utilities for Pytorch

zoopt

A python package of Zeroth-Order Optimization (ZOOpt)