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100-days-of-ml-code

100 Days of ML Coding

2nd-place-contrails

Google Research - Identify Contrails to Reduce Global Warming

adabound

An optimizer that trains as fast as Adam and as good as SGD.

albumentations

fast image augmentation library and easy to use wrapper around other libraries

amazon-forest-computer-vision

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks

amexpert_ml_hackathon_2019_winners_soultions

angiodysplasia-segmentation

Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization

antialiased-cnns

Antialiasing cnns to improve stability and accuracy. In ICML 2019.

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

applegpu

Apple G13 GPU architecture docs and tools

arcgis-python-api

Documentation and samples for ArcGIS API for Python

arviz

Python package to plot and analyse samples from probabilistic models

arviz_resources

Educational resources related to ArviZ

atmacup-11

atmaCup #11 の Public 4th / Pricvate 5th Solution のリポジトリです。

atmacup-15

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

automatic-salt-deposits-segmentation

awesome-catalyst-list

awesome-cheatsheets

📚 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-satellite-imagery-datasets

List of satellite imagery datasets with annotations for computer vision and deep learning

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

bap

Bayesian Analysis with Python (Second Edition)

batchbald

Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.

bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

bayesian-deep-learning-demystified

In which I try to demystify the fundamental concepts behind Bayesian deep learning.