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imagenet-fast

imagenet18

Code to reproduce "imagenet in 18 minutes" experiments

image_segmentation_chromosomes

imgaug

Image augmentation for machine learning experiments.

imgwarp-opencv

Warps an image by a few control points.

improved-gan

code for the paper "Improved Techniques for Training GANs"

imri-mirc

Source software being developed for the Indigenous MRI project in India as well as software resources developed/implemented at MIRC-DSI

inat_comp

iNaturalist competition details

inat_comp_2018

CNN training code for iNaturalist 2018 image classification competition

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

indaba-2018

infer

Infer.NET is a framework for running Bayesian inference in graphical models

integrated-gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

integratedgradients

Python/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.

integratedgradientstf

Tensorflow implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks". It explains connections between two tensors.

interactive_machine_learning

IPython widgets, interactive plots, interactive machine learning

interpretable-ml-book

Book about interpretable machine learning

introtodeeplearning_labs

Lab Materials for MIT 6.S191: Introduction to Deep Learning

intro_to_ml_lecture_note

ircnn

Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017)

isles

Ischemic Stroke Lesion Segmentation

ismrm2018_educational_deeplearning

Didactic examples that accompany the 2018 ISMRM educational lecture "How to Jump-Start Your Deep Learning Research"

jupyter

Jupyter metapackage for installation, docs and chat

jupyter-notebook-slides

jupytercon-missing-data-2018

JupyterCon Missing Data Talk 2018

jupyter_contrib_nbextensions

A collection of various notebook extensions for Jupyter

kaggle-api

Official Kaggle API

kaggle-carvana-3rd-place-solution

3rd place solution ( Carvana Image Masking Challenge )

kaggle-cli

An unofficial Kaggle command line tool.

kaggle-data-downloader

An unofficial Kaggle datasets downloader