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4pygmalion.github.io

asc3

3ASC: variant prioritization tool leveraging multiple instance learning for rare Mendelian disease genomic testing

bladdercancerturb

conditional-retain

Interpretable Conditional Recurrent Neural Network published Journal of medical internet research : mhealth and uhealth

contoso-chat

This sample has the full End2End process of creating RAG application with Prompt Flow and AI Studio. It includes GPT 3.5 Turbo LLM application code, evaluations, deployment automation with AZD CLI, GitHub actions for evaluation and deployment and intent mapping for multiple LLM task mapping.

dino-od

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

dobrainpreprocessing

Utilites for DoBrain DW

drag_data_for_developmental_delay

Classification model for children with developmental delay using game log touch data published JMIR serious game

ehan

Interpretable Prediction of Vascular Diseases from Electronic Health Records via Deep Attention Networks

federated_learning-filtering-non-influence-data

Influence function with tensorflow v2

gat_tensorflow

GAT with tensorflow 2.x implementation

groupy

Group Equivariant Convolutional Neural Networks

implant-shell-type

Developing a deep learning model to predict the breast implant texture types with ultrasonographic image: feasibility study

keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

lara

LaRA: Large-language-model based semantic similarity for RAre disease

mlflow

Easy to deploy MLFlow(machine learning lifecycle system)

on-demand-mobile-deeplearning

On-demand deep learning for mobile computing

on_lstm_tensorflow

Ordered LSTM tensorflow implementation

openslide

Python openslide

ppedge

privacy preserving edge computing

programmers_answers

pytorch_influence_functions

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

quantizerks

Searcher using DART database to Analyze the current Market

resys4rd

Disease-causing variant recommendation system for Rare diseases

segmentation4chest

Competion in Rayence Co for multiple segmentation of lung and cardia region

semanticsimilarity

Semantic similarity scoring module for rare disease

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

stain_dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

staingan

StainGAN easy training & prediction repository (forked)

tcga

The Cancer Genome Atlas