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Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
Source Code for the book Building Machine Learning Systems with Python
Stacking algorithm
ChainerMN: Scalable distributed deep learning with Chainer
Image classification using CNN and transfer learning
A practical example on how to combine both a CNN and a RNN to classify images.
中南大学学位论文LaTeX模板
deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.
Deep Learning Book Chinese Translation
An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.
A Tensorflow implementation of FPN detection framework.
Simple machine learning library / 簡單易用的機器學習套件
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.
Classify MNIST image dataset into 10 classes. Build an image classifier with Recurrent Neural Network (RNN: LSTM) on Tensorflow.
example of t-SNE to fc7 activations of a convnet (keras + sklearn)
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
The homework of my 3rd-term
Machine Learning in Action(机器学习实战)
mnist classification with tensorflow ( nn, cnn, lstm, nlstm, bi-lstm, cnn-rnn)
R-DFPN: Rotation Dense Feature Pyramid Networks (Tensorflow)
R2CNN: Rotational Region CNN Based on FPN (Tensorflow)
some random forest implementation fork from others
用户贷款风险预测
Single Shot MultiBox Detector in TensorFlow
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.