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pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

project-based-learning

Curated list of project-based tutorials

pvpm

PyTorch code for CVPR'2020 paper “Pose-guided Visible Part Matching for Occluded Person ReID”

pygorithm

A Python module for learning all major algorithms

pynlpir

A Python wrapper around the NLPIR/ICTCLAS Chinese segmentation software.

pyod

A Python Toolkit for Outlier Detection, aka Anomaly Detection

python-and-algorithms-and-data-structures

A comprehensive study of Algorithms & Data Structure in Python, including an "ebook" that I wrote. Several exercises and examples.

pytorch-playground

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

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

quick-ml-intro

One hour interactive training for ML with scikit-learn

read_requests

python requests 源码阅读，学习更pythonic 的python代码写法。

reid-strong-baseline

Bag of Tricks and A Strong Baseline for Deep Person Re-identification

senet-tensorflow

Simple Tensorflow implementation of Squeeze Excitation Networks using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

senet.pytorch

PyTorch implementation of SENet

shogun

Shōgun

simplified-deeplearning

Simplified implementations of deep learning related works

snownlp

Python library for processing Chinese text

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector.

tclsta_tcsvt2018

Source code of our TCSVT 2018 paper "Two-stream Collaborative Learning with Spatial-Temporal Attention for Video Classification".

tensorboard-plugin-example

tensorboard_logger

Log TensorBoard events without touching TensorFlow

tensorflow-class-activation-mapping

Learning Deep Features for Discriminative Localization (2016)

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

tf-performance-tips

Tips for optimizing TensorFlow code

tf-slim-class-activation-map

use tensorflow slim to realize Class Activation Map in Googlenet

tf_cnnvis

CNN visualization tool in TensorFlow

tf_seq2seq_chatbot

[unmaintained]

thulac-python

An Efficient Lexical Analyzer for Chinese