Adrian Wolny (wolny)

wolny

Geek Repo

Company:Bayer

Location:Berlin

Home Page:adrianwolny.com

Twitter:@WolnyAdrian

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Adrian Wolny's starred repositories

transformers

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

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jekyll

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

julia

The Julia Programming Language

nanoGPT

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

Language:PythonLicense:MITStargazers:32478Issues:346Issues:293

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

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diffusers

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

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shap

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

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minimal-mistakes

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

moco

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

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riffusion

Stable diffusion for real-time music generation

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BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

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T-Rex

T-Rex NVIDIA GPU miner with web control monitoring page

napari

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

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wgan-gp

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

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pytorch_scatter

PyTorch Extension Library of Optimized Scatter Operations

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botium-speech-processing

Botium Speech Processing

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filesystem_spec

A specification that python filesystems should adhere to.

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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)

Language:PythonLicense:Apache-2.0Stargazers:583Issues:20Issues:91

nfnets-pytorch

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

Language:PythonLicense:MITStargazers:341Issues:8Issues:28

zennit

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

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plant-seg

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

Language:PythonLicense:MITStargazers:85Issues:7Issues:138

wsidicomizer

Python library for converting WSI files to DICOM

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bioimage.io

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

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elf

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

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spoco

PyTorch implementation of SPOCO

GASP

Generalized algorithm for agglomerative clustering of signed graphs

batchlib

Batch procesing for high-throughput screening data

Language:Jupyter NotebookLicense:MITStargazers:3Issues:11Issues:70