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
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
word_cloud
A little word cloud generator in Python
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.
kaggle-api
Official Kaggle API
keras-retinanet
Keras implementation of RetinaNet object detection.
DataSciComp
A collection of popular Data Science Challenges/Competitions || Countdown timers to keep track of the entry deadlines.
ML_Resources
GitHub Repo with various ML/AI/DS resources that I find useful
TwitterSearch
A Python library to easily iterate tweets found by the Twitter Search API
Kaggle-Carvana-Image-Masking-Challenge
Solution based on U-Net for the Kaggle Carvana Image Masking Challenge
driverlessai-recipes
Recipes for Driverless AI
MinSizeKmeans
A python implementation of KMeans clustering with minimum cluster size constraint (Bradley et al., 2000)
RGF-sklearn
Scikit-learn API toy wrapper for Regularized Greedy Forests
Kaggle-Santander-Customer-Transaction-Prediction-5th-Place-Partial-Solution
Kaggle Competition notebooks
article-information-2019
Article for Special Edition of Information: Machine Learning with Python
FootballeR
An R shiny interactive dashboard for European Football
lambda-pkg-build
Python 3.6 packages for AWS lambda