wolny

AttentionDeepMIL

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

filesystem_spec

A specification that python filesystems should adhere to.

shap

A game theoretic approach to explain the output of any machine learning model.

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

wsidicomizer

Python library for converting WSI files to DICOM

language_modeling_is_compression

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

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

bioimage.io

Website for the BioImage Model zoo -- a model zoo for bioimage analysis.

spoco

PyTorch implementation of SPOCO

riffusion

Stable diffusion for real-time music generation

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

jekyll

:globe_with_meridians: Jekyll is a blog-aware static site generator in Ruby

zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

panoptic-deeplab

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

julia

The Julia Programming Language

pytorch_scatter

PyTorch Extension Library of Optimized Scatter Operations

T-Rex

T-Rex NVIDIA GPU miner with web control monitoring page

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

nfnets-pytorch

NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/

BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

training-deep-learning-models-for-vison

batchlib

Batch procesing for high-throughput screening data

paintera

wgan-gp

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"

plant-seg

A tool for cell instance aware segmentation in densely packed 3D volumetric images

botium-speech-processing

Botium Speech Processing

elf

Utils and convenience functions for large-scale bio-image analysis.

napari

napari: a fast, interactive, multi-dimensional image viewer for python