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ptmst

Probability Theory and Mathematical Statistics Tutorial

pybrml

Python Version of BRML toolbox for Bayesian Reasoning and Machine Learning

pygcn

Graph Convolutional Networks in PyTorch

pygsp_tutorial_graphsip

Graph signal processing tutorial using the PyGSP, presented at the GraphSiP summer school.

pyhealth

A Python Library for Health Predictive Models

pyjacqq

Open Soure Jacquez's Q-Statistics for Space-Time Clustering

pymix-clustering

Clustering microarrays using pymix library

pymlslides

Slides for my machine learning course based on Sebastian Raschka's Python Machine Learning book

pynets

A Fully-Automated Workflow for Reproducible Ensemble Graph Analysis of Functional and Structural Connectomes

pyprobml

Python code for "Machine learning: a probabilistic perspective"

pyriemann

Python implementation for computation in Riemannian geometry, using OpenBLAS

python-algorithms-14

Source code for 'Python Algorithms' by Magnus Lie Hetland

python-for-probability-statistics-and-machine-learning-2e

Second edition of Springer Book Python for Probability, Statistics, and Machine Learning

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-examples

Simple examples to introduce PyTorch

pytorch-handbook

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

pytorch-in-action

pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

pytorch-lrp

Basic LRP implementation in PyTorch

pytorch-neat

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-scripts

A few Windows specific scripts for PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers