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binarynet

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

branchynet

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

cascadestackingforest

Stacking algorithm

chainermn

ChainerMN: Scalable distributed deep learning with Chainer

cnn

Image classification using CNN and transfer learning

cnn-rnn-classifier

A practical example on how to combine both a CNN and a RNN to classify images.

csu-thesis-latex-template

中南大学学位论文LaTeX模板

ddnn

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

deeplearningbook-chinese

Deep Learning Book Chinese Translation

easypr

An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.

fpn_tensorflow

A Tensorflow implementation of FPN detection framework.

fuku-ml

Simple machine learning library / 簡單易用的機器學習套件

generative_adversarial_nets

hyperopt-keras-cnn-cifar-100

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task. Monitoring with TensorBoard. Other visualizations available.

image-classification-rnn

Classify MNIST image dataset into 10 classes. Build an image classifier with Recurrent Neural Network (RNN: LSTM) on Tensorflow.

image-tsne

example of t-SNE to fc7 activations of a convnet (keras + sklearn)

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

machine_learning

The homework of my 3rd-term

machinelearning

Machine Learning in Action（机器学习实战）

mnist

mnist classification with tensorflow ( nn, cnn, lstm, nlstm, bi-lstm, cnn-rnn)

r-dfpn_fpn_tensorflow

R-DFPN: Rotation Dense Feature Pyramid Networks (Tensorflow)

r2cnn_fpn_tensorflow

R2CNN: Rotational Region CNN Based on FPN (Tensorflow)

random-forest

some random forest implementation fork from others

rong360

用户贷款风险预测

rrpn_fpn_tensorflow

ssd-tensorflow

Single Shot MultiBox Detector in TensorFlow

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial