chunrzou Goto Github PK

3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

chunrzou.github.io

Personal website repository

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep_learning_and_the_game_of_go

Code and other material for the book "Deep Learning and the Game of Go"

deephpms

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

deeprm

Resource Management with Deep Reinforcement Learning (HotNets '16)

deformable-convnets

Deformable Convolutional Networks

design-patterns-for-humans

An ultra-simplified explanation to design patterns

dip_project_proposal

f-anogan

Code for reproducing f-AnoGAN training and anomaly scoring

gpumpm

interpretable-ml-book

Book about interpretable machine learning

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

minigo

An open-source implementation of the AlphaGoZero algorithm

mpm

Simulating on GPU using Material Point Method and rendering.

niftynet

An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

openfoam-dev

OpenFOAM Foundation development repository

pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

physics-based-deep-learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

projectweek

Website for NA-MIC Project Weeks

pwc

Papers with code. Sorted by stars. Updated weekly.

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

python-100-days

Python - 100天从新手到大师

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-ntm

Neural Turing Machines (NTM) - PyTorch Implementation

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

slicercip

Slicer extension for the Chest Imaging Platform