lyuwenyu

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

DL_exercises

CNN RNN GAN TF etc.

FCIS

Fully Convolutional Instance-aware Semantic Segmentation

multipathnet

A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)

deepmask

Torch implementation of DeepMask and SharpMask

PixelDTGAN

A torch implementation of "Pixel-Level Domain Transfer"

tensorflow-deepq

A deep Q learning demonstration using Google Tensorflow

davis

Package containing helper functions for loading and evaluating DAVIS

swig

SWIG is a software development tool that connects programs written in C and C++ with a variety of high-level programming languages.

CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

cnn-for-image-retrieval

:sunrise:The code of post "Image retrieval using MatconvNet and pre-trained imageNet"

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

tensorflow_template_application

TensorFlow template application for deep learning

tf-adversarial

Adversarial networks in TensorFlow

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

GRAN

synthesizing

Code for paper "Synthesizing the preferred inputs for neurons in neural networks via deep generator networks"

dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

pix2pix

Image-to-image translation with conditional adversarial nets

Neural-Photo-Editor

A simple interface for editing natural photos with generative neural networks.

genadv_tutorial

TensorFlow tutorial on Generative Adversarial Models

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

tensorflow-fcn

An Implementation of Fully Convolutional Networks in Tensorflow.

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

awesome_tensorflow_implementations

colornet

Neural Network to colorize grayscale images

tensorflow-white-paper-notes

Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation

prettytensor

Pretty Tensor: Fluent Networks in TensorFlow

neural-style

Neural style in TensorFlow! 🎨