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adversarialnetspapers

The classical papers and codes about generative adversarial nets

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-matlab

A curated list of awesome Matlab frameworks, libraries and software.

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

awesome-semantic-segmentation

awesome-semantic-segmentation

bing-objectness

Detect bounding boxes of objects in images

caffe

Caffe: a fast open framework for deep learning.

caffe-augmentation

:zap: Caffe real-time data augmentation on-the-fly!!

caffe-lstm

LSTM implementation on Caffe

caffe-windows

Configure Caffe in one hour for Windows users.

caffe_manual

Caffe使用教程

convdbn

convolutional-lstm-in-tensorflow

An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow

convsparsecoding

Code accompanying paper M. Sorel, F. Sroubek, "Fast convolutional sparse coding using matrix inversion lemma", DSP 2016

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

deep-visualization-toolbox

DeepVis Toolbox

deeplearntoolbox

deformable-convnets

Deformable Convolutional Networks

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

f-statistic-loss-nips-2018

Learning Deep Disentangled Embeddings with the F-Statistic Loss (NIPS 2018)

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

ganhacks

starter from "How to Train a GAN?" at NIPS2016

go

The Open Source Data Science Masters

gpmat

Matlab implementations of Gaussian processes and other machine learning tools.

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

inat_comp

iNaturalist competition details

iqa

Literatures in image quality assessment

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.