Marios Michailidis's starred repositories

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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COVID-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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word_cloud

A little word cloud generator in Python

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vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

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kaggle-api

Official Kaggle API

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keras-retinanet

Keras implementation of RetinaNet object detection.

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wave

Realtime Web Apps and Dashboards for Python and R

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datatable

A Python package for manipulating 2-dimensional tabular data structures

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DataSciComp

A collection of popular Data Science Challenges/Competitions || Countdown timers to keep track of the entry deadlines.

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libfm

Library for factorization machines

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liblinear

LIBLINEAR -- A Library for Large Linear Classification

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h2o4gpu

H2Oai GPU Edition

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ML_Resources

GitHub Repo with various ML/AI/DS resources that I find useful

Wordbatch

Python library for distributed AI processing pipelines, using swappable scheduler backends.

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TwitterSearch

A Python library to easily iterate tweets found by the Twitter Search API

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mlcrate

A python module of handy tools and functions, mainly for ML and Kaggle

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weka

Now redundant weka mirror. Visit https://github.com/Waikato/weka-trunk for the real deal

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Kaggle-Carvana-Image-Masking-Challenge

Solution based on U-Net for the Kaggle Carvana Image Masking Challenge

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driverlessai-recipes

Recipes for Driverless AI

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MinSizeKmeans

A python implementation of KMeans clustering with minimum cluster size constraint (Bradley et al., 2000)

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RGF-sklearn

Scikit-learn API toy wrapper for Regularized Greedy Forests

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dateinfer

Python library to infer date format from examples

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article-information-2019

Article for Special Edition of Information: Machine Learning with Python

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FootballeR

An R shiny interactive dashboard for European Football

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lambda-pkg-build

Python 3.6 packages for AWS lambda

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