BboyT

CNVpytor

a python extension of CNVnator -- a tool for CNV analysis from depth-of-coverage by mapped reads

Practical-Reinforcement-Learning---Agents-and-Environments-

Create-your-own-Reinforcement-Learning-environment

SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch.

PyTorch-Deep-Recurrent-Q-Learning-DRQN

PyTorch-Counterfactual-Multi-Agent-Policy-Gradients-COMA

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

PyramidFL

[ACM MobiCom 2022] " PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Chenning Li, Xiao Zeng, Mi Zhang, and Zhichao Cao.

stable-diffusion

A latent text-to-image diffusion model

3D-PointCloud

Papers and Datasets about Point Cloud.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

dl-4-tsc

Deep Learning for Time Series Classification

attentions

PyTorch implementation of some attentions for Deep Learning Researchers.

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

picai_baseline

Baseline AI models for 3D csPCa detection/diagnosis in bpMRI

team-learning

主要展示Datawhale的组队学习计划。

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

vancomycin-nephrotoxicity

Study in eICU-CRD about vancomycin and associated nephrotoxicity

pynomo-doc

pynomo documentation

brain-tumor-radiogen

awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

ViT-V-Net_for_3D_Image_Registration_Pytorch

Vision Transformer for 3D medical image registration (Pytorch).

stat_rethinking_2022

Statistical Rethinking course winter 2022

vmoe

PyHEP-resources

Python libraries of interest to particle physicists. This is meant for educational purposes.

TomoPhantom

Software to generate 2D/3D/4D analytical phantoms and their Radon transforms (parallel beam) for image processing