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biorad

Extract quantitative features from medical images with the pyradiomics package, and perform machine learning experiments combining the SMAC framework and scikit-learn module.

consensus-clustering

convopt02953

crn-synth

Synthetic data generation methods for the Cancer Registry of Norway

dat390

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

delta-score

dgufs

A Python implementation of the Dependence Guided Unsupervised Feature Selection (DGUFS) algorithm developed by Jun Guo and Wenwu Zhu.

dl-papers

:paperclip: Summaries of papers on deep learning

emqtl-mining

Comparing clustering algorithms applied to Bonferroni corrected p-values computed from CpG methylation and gene expression data. The aims is to elucidate biological relevance of emQTL.

federated-fpm

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

hyperopt-sklearn

Hyper-parameter optimization for sklearn

imb9335

Modern methods for analyzing survival and time to event data

lmc

Matrix factorisation models.

mgcnn

Multi-Graph Convolutional Neural Networks

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

mtl-suite

Suite of multitask learning methods.

nih-prototype

A proof of concept for segmentation and clustering of satellite cells using microscopic images.

project-template

A template for scikit-learn extensions

pydavis

Collecting weather station parameters by scraping WeatherLink sites and passing data to a MySQL database or to disk.

pyproject-template

A collection of tools and algorithms for data analysis.

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.

radiomics_feature_extraction

Radiomics feature extraction from CT and PET images.

rosa

scikit-image

Image processing in Python

scikit-learn

scikit-learn: machine learning in Python

slicer

Multi-platform, free open source software for visualization and image computing.

stin300

synthcity

A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.