Name: CeShine Lee
Type: User
Company: @veritable-tech
Bio: Statistician + Software Engineer. Main interests: curation of datasets, general data analysis, data visualization, and deep learning (NLP and CV).
Twitter: ceshine_en
Location: Taiwan
Blog: https://blog.ceshine.net
CeShine Lee's Projects
AWS EC2 setup files for Startup Engineering MOOC.
A simple script to bootstrap development VMs
A unified approach to explain the output of any machine learning model.
Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models
Simple Benchmark of Reading Small Files From Disk
Kaggle Seizure Prediction Competition
A set of scripts to get Apache Spark up and running just how I want it
A PyTorch Implementation of Single Shot MultiBox Detector
Key concepts of statistics
StyleGAN 2 in Tensorflow 2.0
PyTorch implementation of Super SloMo by Jiang et al.
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
Weekly Box Office Results in Taiwan
Top 1 solution to the TBrain - 客戶續約金額預測 machine learning competition.
Sequence modeling benchmarks and temporal convolutional networks
For those who already have some basic idea about deep learning, and preferably are familiar with PyTorch.
TextRank implementation for Python 3.
A simple website demonstrating TextRank's extractive summarization capability.
Benchmark results for some of the TextRank variants on the summarization task
Convert URL or RSS feed to text with readability
Experiments to distill transformer models to RNN models
Sample Solution to Taiwan ETF Price Prediction Competition
Grab all a user's tweets (and get past 3200 limit)
Visual Question Answering Demo on pretrained model
A telegram bot to remind you what you accomplished today
Library for scraping job posts from hacker news
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent