Arie Wahyu Wijayanto's repositories
adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
AnomalyDetection
Anomaly Detection with R
BinaryConnect
Training Deep Neural Networks with binary weights during propagations
Deep-Graph-Kernels
Deep Graph Kernels
DeepLearningOnGraph
Use a CNN to segment and classify 3d meshes
DropNeuron
DropNeuron: Simplifying the Structure of Deep Neural Networks
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
char_rnn_karpathy_keras
Language modellling using RNNs
data_science_course
Scientific computing using Python, IPython and Scikits.
DeepLearningMovies
Kaggle's competition for using Google's word2vec package for sentiment analysis
GraphPruning
Package for "pruning" weighted complex networks based on the Marginal Likelihood Filter.
jos-gender-2014
Software for the paper "Gender and Lexical Variation in Social Media" with David Bamman and Tyler Schnoebelen
KerasDeepWalk
Building word embedding for large graphs by a set of random walks. Model learning is backed by Keras, which now supports TensorFlow or Theano
langchangetrack
Package for Statistically significant linguistic change
Mutual-Information
In probability theory and information theory, the mutual information of two random variables is a quantity that measures the mutual dependence of the two random variables. This script performs MI over Mutual Information over discrete random variables
neural-network-pruning
A web application using the neural network pruning algorithm developed by Henrik Saxén and Frank Petterson. The purpose of the application is to use measured from any system and identify which of the measurements that are useful to describe the state of the system.
NN-prunining
pruning of multilayer perceptron networks using approach described in http://link.springer.com/chapter/10.1007/978-3-319-11656-3_2
pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
python-re-scrap
Article Scrapper for Times of India (still under construction)
researchpooler
Automating research publications discovery and analysis. For example, ever wish your computer could automatically open papers that are most similar to a paper at an arbitrary url? How about finding all papers that report results on some dataset? Let's re-imagine literature review.
word2gauss
Gaussian word embeddings