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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

advanced-high-school-statistics

An open-source textbook constructed for high school statistics. This textbook covers all topics in the AP* Statistics exam.

anly560-90

athena

Web application for distributing and browsing the Standardized Vocabularies for all instances of an OMOP CDM

basic_unet_example

An example project of how to use a U-Net for segmentation on medical images with PyTorch.

breast_cancer_segmentation

Pytorch implementation of the U-Net for Breast Cancer Segmentation

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

ds-career-resources

Compilation of resources for aspiring data scientists

edgar-crawler

The only open-source toolkit that can download EDGAR financial reports and extract textual data from specific item sections into nice and clean JSON files.

edgar_parsing

just the content for a series on the EDGAR API

emr-dev

This is a repository for developing a new EMR system.

fastbook

The fastai book, published as Jupyter Notebooks

histosslscaling

Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., MedRxiv (2023).

katbotz

lightning-sam

Fine-tune Segment-Anything Model with Lightning Fabric.

machine-learning-mastery-with-python

medsam

Segment Anything in Medical Images

monai-tutorials

MONAI Tutorials

monaibootcamp2021

Materials for the 2021 MONAI Bootcamp

monailabel

MONAI Label is an intelligent open source image labeling and learning tool.

neilson_book_code

Code samples for my book "Neural Networks and Deep Learning"

ocelot23algo

OCELOT 2023: Cell Detection from Cell-Tissue Interaction

opencal

Opensource CAL 3D printer with configuration flexibility based on commercially available optical components and 3D printed components. Intended for research purposes.

openintro-r-package

R Package: openintro

patientlevelprediction

An R package for performing patient level prediction in an observational database in the OMOP Common Data Model.

pcam

The PatchCamelyon (PCam) deep learning classification benchmark.

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

quickpathannotator

An open-source digital pathology based rapid image annotation tool