Tianqing Li's starred repositories
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
awesome-deep-learning-papers
The most cited deep learning papers
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
TensorFlow-Course
:satellite: Simple and ready-to-use tutorials for TensorFlow
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
deep_learning_object_detection
A paper list of object detection using deep learning.
PerceptualSimilarity
LPIPS metric. pip install lpips
easy-tensorflow
Simple and comprehensive tutorials in TensorFlow
awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
Unet-Segmentation-Pytorch-Nest-of-Unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
Deep-Learning-for-Medical-Applications
Deep Learning Papers on Medical Image Analysis
ultimate-beamer-theme-list
A collection of Beamer themes from the community
pytorch-msssim
Fast and differentiable MS-SSIM and SSIM for pytorch.
Awesome-GANs
Awesome Generative Adversarial Networks with tensorflow
gmmreg
Implementations of the robust point set registration algorithm described in "Robust Point Set Registration Using Gaussian Mixture Models", Bing Jian and Baba C. Vemuri, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8), pp. 1633-1645. For a Python implementation, please refer to http://github.com/bing-jian/gmmreg-python.