geekswaroop

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

xv6-riscv

Xv6 for RISC-V

nnUNet

moco

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

Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

SegLossOdyssey

A collection of loss functions for medical image segmentation

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

RepVGG

RepVGG: Making VGG-style ConvNets Great Again

trimesh

Python library for loading and using triangular meshes.

cellpose

a generalist algorithm for cellular segmentation with human-in-the-loop capabilities

yacs

YACS -- Yet Another Configuration System

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

fixmatch

A simple method to perform semi-supervised learning with limited data.

Switchable-Normalization

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

pytorch-best-practice

A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats

diracnets

Training Very Deep Neural Networks Without Skip-Connections

SimCLR

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

MPL-pytorch

Unofficial PyTorch implementation of "Meta Pseudo Labels"

nfnets-pytorch

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

ffn

Flood-Filling Networks for instance segmentation in 3d volumes.

Clean-macOS

💻 A script to set up a clean macOS environment.

stats-110

BiaPy

Open source Python library for building bioimage analysis pipelines

TensorRT-RepVGG

TensorRT implementation of "RepVGG: Making VGG-style ConvNets Great Again"

MitoEM-challenge

starter code for mitoEM ISBI2021 Challenge

mAP_3Dvolume

Super-Fast mAP evaluation for large 3D volumes, Visual Computing Group at Harvard University

em_util

toolbox utility functions

Human-Parsing

Single Human Parsing using PSPNet