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binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

binarynet-1

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

chainer-dfi

Implementation of Deep Feature Interpolation

ctci-6th-edition

My solutions to Cracking the Coding Interview, 6th Edition.

ctci-6th-edition-python-solution

Cracking the coding interview 6th edition solution in python

daily_coding_problem

Solutions to https://dailycodingproblem.com

deepdraw

Notebook example of how to generate class visualizations with Caffe

dogbreeds

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

epijudge

EPI Judge - Preview Release

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

facenet

Tensorflow implementation of the FaceNet face recognizer

generative-models

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

imgaug

Image augmentation for machine learning experiments.

incremental-network-quantization

Caffe Implementation for Incremental network quantization

interview

Interview questions

interview_prep

leetcode

:pencil: Python / C++ 11 Solutions of All LeetCode Questions

multimodalsr

Multimodal speech recognition using lipreading (with CNNs) and audio (using LSTMs). Sensor fusion is done with an attention network.

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-examples

Simple examples to introduce PyTorch

quantized_distillation

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

quantizedneuralnetworks-keras-tensorflow

simulated-unsupervised-tensorflow

TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"

stackgan

tensorflow-infogan

:dolls: InfoGAN: Interpretable Representation Learning

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

tensorpack

A Neural Net Training Interface on TensorFlow

text-to-image

Text to image synthesis using thought vectors