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amazing-feature-engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

autolr

blockforest

Random Forests for Blocks of Clinical and Omics Covariate Data

cell-nuclei-detection-and-segmentation

Detect location and draw boundary of nuclei from microscopic images

challenge_08_06_2018

clam

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

covid19

Resources for the Udemy Course - Azure Data Factory For Data Engineers - Project on Covid19 by Ramesh Retnasamy

cv-backbones

CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.

data-engineer-handbook

This is a repo with links to everything you'd ever want to learn about data engineering

dicom_wsi

Converts whole slide images to DICOM format

dsmil-wsi

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

eqtl_workflow

eQTL workflow

ezimputer

focal_loss

general-imageclassifier-1

general-oneshot

general_image_regression

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

genomesimulator

Simulate human genome by introducing SNs,indels, CNVs, and other complex Svs

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hcl

ICLR 2021, Contrastive Learning with Hard Negative Samples

hdf5

hia

Histopathology Image Analysis

histopathology-stain-color-normalization

Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization in Histopathological H&E Images

keras_cv_attention_models

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

lstm-ecg

Real Time Electrocardiogram Annotation with a Long Short Term Memory Neural Network

lung_dl

med2image

Converts medical images to more displayable formats, e.g. NIfTI to jpg.