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followers: 24.0 following: 16.0 repos: 124.0 gists: 0.0

Name: Richard Sun

Type: User

Company: Astar

Bio: Interested in machine(deep) learning and natural language processing.

Location: Singapore

Richard Sun's Projects

a-pytorch-tutorial-to-sequence-labeling

Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling

allennlp

An open-source NLP research library, built on PyTorch.

alpaca-lora

Instruct-tune LLaMA on consumer hardware

aspect-based-sentiment-analysis

Aspect-Based Sentiment Analysis Experiments

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

blogsclustering

Scraped blogs in data science central website, extracted features and clustered them.

caching-the-inverse-of-a-matrix

Repository for Programming Assignment 2 for R Programming on Coursera

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

capsule-network

PyTorch implementation of the paper Dynamic Routing Between Capsules by Sara Sabour, Nicholas Frosst and Geoffrey Hinton

catboost

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

cats_dogs_classification

A binary classification project at Udemy Deep Learning Course

chineselanguageprocessing

Segment texts in Chinese and Classify them using machine learning methods

chinesenlpcorpus

搜集、整理、发布中文自然语言处理语料/数据集，与有志之士共同促进中文自然语言处理的发展。

cifar10_project

Using a convolutional neural network to classify cifar10 images

classificationalgorithmsbygraphlab

These projects were assignments of Classification Course at Coursera, provided by University of Washington

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

core-ml-real-time-classifier-demo

A real-time classifier demo using Core ML and pre-trained Resnet50 model on iOS 11.

coursera

Script for downloading Coursera.org videos and naming them.

coursera-advanced-machine-learning-specialization

Repo for coursera specialization Advanced Machine Learning by Higher School of Economics

data-science-courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dataanalystnanodegreeprojects

Projects for Data Science Nanodegree on Udacity

datasharing

The Leek group guide to data sharing

deeplearningexamples

Deep Learning Examples

deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

demofortext2word-freq

A Python demo to show how o preprocess and transform texts into words and corresponding frequencies.

dogs_vs_cats

猫狗大战

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

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