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academic-website

Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

caffe_weight_converter

Caffe-to-Keras weight converter. Can also export weights as Numpy arrays for further processing.

capslayer

CapsLayer: An advanced library for capsule theory

capsnet-fashion-mnist

Capsule Network on Fashion MNIST dataset

capsulesem

A tensorflow implementation of Hinton's [matrix capsules with EM routing](https://openreview.net/pdf?id=HJWLfGWRb)

cliquenet

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

data_science_bowl_2018

My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton

deep-learning-coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

deep-learning-project

deep-learning-with-pytorch

Deep Learning with PyTorch, published by Packt

deeplab-pytorch

PyTorch implementation of DeepLab v2 (ResNet) + COCO-Stuff 10k/164k

deformable-convnets

Deformable Convolutional Networks

densenet-tensorflow

DenseNet Implementation in Tensorflow

densenet-tensorflow-1

Simple Tensorflow implementation of "Densenet" using Cifar10, MNIST

detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

fastai

The fastai deep learning library, plus lessons and and tutorials

focal_loss_pytorch

A PyTorch Implementation of Focal Loss.

gcforest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

grokking_algorithms

Code for the book Grokking Algorithms (http://manning.com/bhargava)

handong1587.github.io

iml

iml: interpretable machine learning R package

interpretable-ml-book

Book about interpretable machine learning

isles

Ischemic Stroke Lesion Segmentation

keras-maskrcnn

Keras implementation of MaskRCNN object detection.

loss-landscape

Code for visualizing the loss landscape of neural nets

loupe

Tensorflow toolbox implementing several learnable pooling architecture

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matrix-capsules-em-pytorch

A PyTorch Implementation of Matrix Capsules with EM Routing

mmcv

Open MMLab Computer Vision Foundation