ytjiang8255's repositories
3D-Machine-Learning
A resource repository for 3D machine learning
algo
数据结构和算法必知必会的50个代码实现
awesome-image-classification
A curated list of deep learning image classification papers and codes
awesome-ml-model-compression
Awesome machine learning model compression research papers, tools, and learning material.
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
Awesome-Pruning
A curated list of neural network pruning resources.
awesome-recommender-systems
A curated list of awesome resources about Recommender Systems.
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
chinese-poetry
最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。
Computer-Vision-Action
computer vision learning, include python machine learning action; computer vision based on deep learning ;coursera deeplearning.ai and other cv learning materials collect ...
d2l-zh
《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。
darknet
Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)
Data-Science--Cheat-Sheet
Cheat Sheets
deep-learning-notes
Experiments with Deep Learning
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
EfficientDNNs
Collection of recent methods on DNN compression and acceleration
imgclsmob
Sandbox for training convolutional networks for computer vision
LearnPython
以撸代码的形式学习Python
makeyourownneuralnetwork
Code for the Make Your Own Neural Network book
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pwc
Papers with code. Sorted by stars. Updated weekly.
Python
All Algorithms implemented in Python
rethinking-network-pruning
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
Segmentation.X
Papers and Benchmarks about semantic segmentation, instance segmentation, panoptic segmentation and video segmentation
Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
slimmable_networks
Slimmable Networks, ICLR 2019
The-Flask-Mega-Tutorial-zh
翻译自Miguel Grinberg的blog https://blog.miguelgrinberg.com 的2017年新版The Flask Mega-Tutorial教程
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
WeightStandardization
Standardizing weights to accelerate micro-batch training