Nandita Bhaskhar's repositories
MendeleyToNotion
Code to export Mendeley documents and metadata into Notion databases
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
LibbyToNotion
Port your timeline on Libby to Notion
A-Collection-of-important-tasks-in-pytorch
Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!
awesome-ehr-deeplearning
Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
NotionToTwitter
Post on Twitter (even schedule it in advance) from Notion
ZoteroToNotion
Sync Zotero files to Notion
AI-Deep-Learning-Lab-2021
Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
ObservationalSupervision
Repository for the paper "Clinical outcome prediction using observational supervision with electronic health records and audit logs"
TrustLapse
Repository for the paper "TrustLapse: An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring"
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
badge
An implementation of the BADGE batch active learning algorithm.
chirpycardinal
Stanford's Alexa Prize socialbot
data-centric-ai
Resources for Data Centric AI
healthrex_ml
Tools for creating cohorts, features, and models
imagenet-sample-images
1000 images, one per image-net class. For easy visualization/exploration of classes.
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
MedSAM
This the official repository for MedSAM: Segment Anything in Medical Images.
notion-gcal-sync
A Python script to automate the syncing of tasks between Google Calendar and the all-in-one productivity workspace, Notion. It utilizes API and is customizable for your own needs. Free to use.
obsidian_dataview_example_vault
A example vault to collect and showcase various dataview queries. Created on behalf of AB1908
pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
pytorch-accelerated
A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop which is flexible enough to handle the majority of use cases, and capable of utilizing different hardware options with no code changes required. Docs: https://pytorch-accelerated.readthedocs.io/en/latest/
PyTransKit
Python Library for Signal/Image Data Analysis with Transport Methods
robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
torchio
TorchIO: medical imaging for deep learning.
TotalSegmentator
Tool for robust segmentation of 104 important anatomical structures in CT images