Pinned Repositories
0-PhD
Research notes, codes, deep learning
adn
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
adv-r
Advanced R programming: a book
agents
A library of RL tools
aifh
Artificial Intelligence for Humans
AlphaGo
A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.
annotated_deep_learning_paper_implementations
🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback, vit), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, distillation, etc.
AP600-input
world2005's Repositories
world2005/annotated_deep_learning_paper_implementations
🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback, vit), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, distillation, etc.
world2005/Awesome-Segment-Anything
This repository is for the first comprehensive survey on Meta AI's Segment Anything Model (SAM).
world2005/Beta-CROWN
β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification
world2005/cbctrecon
CBCT Reconstruction toolkit for Varian and Elekta (Mirror of GitLab)
world2005/CenterNet2
Two-stage CenterNet
world2005/Co-BioNet
[Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric Medical Image Segmentation
world2005/DeepLearningInMedicalImagingAndMedicalImageAnalysis
world2005/deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
world2005/dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.
world2005/FreeCT_wFBP_DEPRECATED
Fast, lightweight, GPU-based, CT Image Reconstruction
world2005/gcn_refinement
world2005/hopsworks
Hopsworks - Data-Intensive AI platform with a Feature Store
world2005/InverseNet
This repository contains an implementation of the inverseNet to find the latent variables of the mnist digit dataset. In near future the algorithm will be developed so that classification can be done in a semi-supervied fashion.
world2005/machine-learning-applied-to-cfd
Examples of how to use machine learning algorithms in computational fluid dynamics.
world2005/Machine-learning-for-proteins
Listing of papers about machine learning for proteins.
world2005/machine-learning-notes
Collection of useful machine learning codes and snippets (originally intended for my personal use)
world2005/MAE-pytorch
Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners
world2005/matRad
An open source multi-modality radiation treatment planning sytem
world2005/MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
world2005/mirt
Michigan Image Reconstruction Toolbox (MIRT) - Matlab version
world2005/MNIST-CoreML-Training
Training MNIST with CoreML on Device
world2005/Monte
world2005/Multi-Scale-1D-ResNet
pytorch code of multi scale 1d resnet, we hope it will help your research
world2005/PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
world2005/rad
RAD: Reinforcement Learning with Augmented Data
world2005/resnet1d
PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.
world2005/rlmeta
RLMeta is a light-weight flexible framework for Distributed Reinforcement Learning Research.
world2005/ScatterNet-Keras
world2005/sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
world2005/TIGRE
TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox