Pinned Repositories
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.
cicling-2016
Source code for the CICLING 2016 paper "Optimize Hierarchical Softmax with Word Similarity Knowledge."
FDTD3D
A parallel implementation of 3D FDTD simulation using MPI.
LinearCRF-Python
Implemented a Linear Chain CRF to perform Chinese Word Segmentation
Matrix_Derivatives
This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.
mnist-bn
Using slim to perform batch normalization
QA-System
Implemented a QA System. This is the code for the NLPCC-ICCPOL shared task "Open Domain Question Answering."
SVM-python
Implemented SVM in Python. In particular, the SMO algorithm is implemented.
tf-tutorial
From basic linear regression, to CNN, to RNN, to seq2seq.
Vehicle-identification
Use CNN to identify vehicles from surveillance video.
soloice's Repositories
soloice/Matrix_Derivatives
This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.
soloice/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.
soloice/mnist-bn
Using slim to perform batch normalization
soloice/tf-tutorial
From basic linear regression, to CNN, to RNN, to seq2seq.
soloice/SVM-python
Implemented SVM in Python. In particular, the SMO algorithm is implemented.
soloice/QA-System
Implemented a QA System. This is the code for the NLPCC-ICCPOL shared task "Open Domain Question Answering."
soloice/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
soloice/Google-Codejam-Kickstart-Round-A-2017
This is my solution to Google Codejam Kickstart Round A 2017.
soloice/nlptfbook
soloice/tensorflow-101
learn code with tensorflow
soloice/analogy-explained
soloice/Clause-Alignment
Given parallel sentences, provide clause alignment result.
soloice/ssd-tf2
A super clean implementation of SSD (Single Shot MultiBox Detector) made possible by Tensorflow 2.0
soloice/bert
TensorFlow code and pre-trained models for BERT
soloice/cnpy
library to read/write .npy and .npz files in C/C++
soloice/create-your-own-adventure
soloice/docs
TensorFlow documentation
soloice/examples
TensorFlow examples
soloice/kaldi
This is the official location of the Kaldi project.
soloice/kaldi-io-for-python
Python functions for reading kaldi data formats. Useful for rapid prototyping with python.
soloice/kaldi-yesno-tutorial
Tutorial on Kaldi for Brandeis ASR course
soloice/LeakGAN
The codes of paper "Long Text Generation via Adversarial Training with Leaked Information". Text generation using GAN and hierarchical reinforcement learning.
soloice/LightRNN-NIPS2016-Tensorflow_code
The tensorflow implementation of NIPS2016 paper "LightRNN: Memory and Computation-Efficient Recurrent Neural Networks" (https://arxiv.org/abs/1610.09893)
soloice/nmt
TensorFlow Neural Machine Translation Tutorial
soloice/recipes
soloice/rnn-tutorial-rnnlm
Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano
soloice/RNNsearch
An implementation of RNNsearch using TensorFlow
soloice/tensorflow
Computation using data flow graphs for scalable machine learning
soloice/tensorflow_mnist_sru
tensorflow mnist SRU example
soloice/word2vec
Fix off-by-one error in the tensorflow word2vec tutorial