Name: Sarthak Pati
Type: User
Company: @IUCompPath, @mlcommons
Bio: Researcher and Software Architect at the Division of Computational Pathology, Indiana University School of Medicine.
Twitter: sarthakpati
Location: Philadelphia, PA
Blog: sarthakpati.github.io
Sarthak Pati's Projects
[IEEE JBHI] Reinventing 2D Convolutions for 3D Images
This repo contains the model architectures to be used in the OpenFL backend.
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
A framework for data augmentation for 2D and 3D image classification and segmentation
Python module of BCJ: Branch/Call/Jump conversion filter by CFFI
Validator for the Brain Imaging Data Structure
Conda recipes for the bioconda channel.
The uncompromising Python code formatter
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
Python bindings to the Brotli compression library
Cancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform various radiomic tasks
The repo for the FeTS Challenge
Constrained Large Deformation Diffeomorphic Image Registration (CLAIRE)
Testing CMake Qt deployment
library to read/write .npy and .npz files in C/C++
Python Implementation of the CoLlAGe radiomics descriptor. CoLlAGe captures subtle anisotropic differences in disease pathologies by measuring entropy of co-occurrences of voxel-level gradient orientations on imaging computed within a local neighborhood.
A framework for Privacy Preserving Machine Learning
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Tool to anonymize DICOM files according to the DICOM standard
Utilities used by the Deep Program Understanding team
A conda-smithy repository for dpu-utils.
A set of data tools in Python
Draft of the fastai book
This helps creating high quality figures for use in manuscripts and presentations.
A conda-smithy repository for figuregenerator.