Chong Ruan

Matrix_Derivatives. This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.

Chinese-Character-Recognition. This project shows how to use CNN to perform Chinese character recognition, a much more complicated task compared to MNIST digit recognition.

mnist-bn. Using slim to perform batch normalization

tf-tutorial. From basic linear regression, to CNN, to RNN, to seq2seq.

SVM-python. Implemented SVM in Python. In particular, the SMO algorithm is implemented.

QA-System. Implemented a QA System. This is the code for the NLPCC-ICCPOL shared task "Open Domain Question Answering."

FDTD3D. A parallel implementation of 3D FDTD simulation using MPI.

Vehicle-identification. Use CNN to identify vehicles from surveillance video.

cicling-2016. Source code for the CICLING 2016 paper "Optimize Hierarchical Softmax with Word Similarity Knowledge."

LinearCRF-Python. Implemented a Linear Chain CRF to perform Chinese Word Segmentation

GraphTheoryTemplates. templates of graph theory algorithms

tensorflow-101. learn code with tensorflow

Deep-Learning-Papers-Reading-Roadmap. Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

nlptfbook. Python

Google-Codejam-Kickstart-Round-A-2017. This is my solution to Google Codejam Kickstart Round A 2017.

ssd-tf2. A super clean implementation of SSD (Single Shot MultiBox Detector) made possible by Tensorflow 2.0

show-me-the-code. Python 练习册，每天一个小程序

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

Clause-Alignment. Given parallel sentences, provide clause alignment result.

analogy-explained. Python