richardsun-voyager
Interested in machine(deep) learning and natural language processing.
AstarSingapore
Pinned Repositories
Aspect-Based-Sentiment-Analysis
Aspect-Based Sentiment Analysis Experiments
capsule-network
PyTorch implementation of the paper Dynamic Routing Between Capsules by Sara Sabour, Nicholas Frosst and Geoffrey Hinton
gated_cnn_text
Use CNN to extract features of texts and classify them
inibr
Investigating how RNNs capture ngrams
MachineLearningLecturesNotes
Machine Learning&Deep Learning lecture notes for A-Union students at Udacity
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
nmt
TensorFlow Neural Machine Translation Tutorial
Preprocessing_Comparison
Compared punctuation and lemmatization's influence
sequence-labeling-tutorial
A sequence labeling model based on LSTM-CRF architecture
UAFTC
Understanding attention for text classification
richardsun-voyager's Repositories
richardsun-voyager/tensorflow_exercise
To Explore the Hype of Tensorflow
richardsun-voyager/BlogsClustering
Scraped blogs in data science central website, extracted features and clustered them.
richardsun-voyager/Caching-the-Inverse-of-a-Matrix
Repository for Programming Assignment 2 for R Programming on Coursera
richardsun-voyager/cifar10_project
Using a convolutional neural network to classify cifar10 images
richardsun-voyager/ClassificationAlgorithmsByGraphlab
These projects were assignments of Classification Course at Coursera, provided by University of Washington
richardsun-voyager/DataAnalystNanodegreeProjects
Projects for Data Science Nanodegree on Udacity
richardsun-voyager/ExponentialDistributionApp
Course Project for Developing Data Products
richardsun-voyager/gated-conv-nets
a language model with gated conv nets (implements https://arxiv.org/pdf/1612.08083v1.pdf)
richardsun-voyager/GeneticAlgorithmInR
Written in R language
richardsun-voyager/GettingAndCleaningData
For the project
richardsun-voyager/MachineLearningAlgorithmsInMatlab
Programming Assignment of Machine Learning Course by Stanford
richardsun-voyager/MachineLearningNanodegreeProjects
Projects of Machine Learning Engineering Nanodegree
richardsun-voyager/MLAlgorithmsInPython
Basic machine learning algorithms in Python
richardsun-voyager/models
Models built with TensorFlow
richardsun-voyager/neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
richardsun-voyager/NLP
Natural Language Processings
richardsun-voyager/PersonalActivityClassification
Assignment Project for the machine learning courser
richardsun-voyager/PersonalActivityMonitoringAnalysis
This is my first assignment for Reproducible Research
richardsun-voyager/pytorch-rnn
Collection of RNN models in PyTorch
richardsun-voyager/RedWineQualityAnalysis
Analysis of Qualities of Red Wines
richardsun-voyager/SlidifyProject
Attempts on slidify
richardsun-voyager/SocketCommunication
A component for multi points communication, written in C#
richardsun-voyager/StudentInfoSystem
A system used to manage student information
richardsun-voyager/TaggingPOSforBrownCorpus
Applied tagging algorithms on Brown corpus
richardsun-voyager/tensorflow
Computation using data flow graphs for scalable machine learning
richardsun-voyager/TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
richardsun-voyager/tensorflow-font2char2word2sent2doc
TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension
richardsun-voyager/tensorflow_tutorials
From the basics to slightly more interesting applications of Tensorflow
richardsun-voyager/UdacityDeeplearningExcercise
Deep Learning Assignments at Udacity, using Tensorflow
richardsun-voyager/Word2Vec-GlovModels
Using word2vec and glovec models to train word embedding vectors