CeShine Lee (@ceshine)
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ceshine

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Top repositories

1

fast-neural-style

Pytorch Implementation of Perceptual Losses for Real-Time Style Transfer and Super-Resolution
Jupyter Notebook
163
star
2

textrank_demo

A simple website demonstrating TextRank's extractive summarization capability.
HTML
55
star
3

pix2pix-deblur

Python
51
star
4

tensorflow-crash-course

For those who already have some basic idea about deep learning, and preferably are familiar with PyTorch.
Jupyter Notebook
47
star
5

modern_chinese_nlp

(WIP) My humble contribution to the democratization of the Chinese NLP technology
Jupyter Notebook
46
star
6

RRL_Matlab

Recurrent Reinforcement Learning Algorithm Matlab Implementation
MATLAB
45
star
7

yt8m-2019

7th place solution to The 3rd YouTube-8M Video Understanding Challenge
Python
37
star
8

favorita_sales_forecasting

Solution to Corporación Favorita Grocery Sales Forecasting Competition
Python
28
star
9

finetuning-t5

Python
23
star
10

tbrain-insurance-policy-renewals

Top 1 solution to the TBrain - 客戶續約金額預測 machine learning competition.
HTML
23
star
11

pytorch-helper-bot

A high-level PyTorch helper package
Python
22
star
12

apex_pytorch_cifar_experiment

Jupyter Notebook
20
star
13

recurrent-dropout-experiments

Jupyter Notebook
16
star
14

Dockerfiles

Dockerfile
13
star
15

591scraper

591租房網自動抓取腳本
Python
10
star
16

kddcup2018

Code for KDD CUP 2018 https://biendata.com/competition/kdd_2018/
Jupyter Notebook
9
star
17

kaggle-quest

TPU-Ready TF 2.1 Solution to Google QUEST Q&A Labeling using Siamese RoBERTa Encoder Model
Python
8
star
18

kaggle-instacart

Solution for Kaggle Instacart Market Basket Analysis Competition
Python
7
star
19

pytorch_style_transfer_l2_wasserstein

PyTorch Implementatino of Style Transfer as Optimal Transport
Python
6
star
20

jigsaw-toxic-2019

A solution to the Jigsaw Unintended Bias in Toxicity Classification Kaggle competition.
HTML
5
star
21

imet-collection-2019

Solution to iMet Collection 2019 - FGVC6 on Kaggle
Jupyter Notebook
4
star
22

transformer_to_rnn

Experiments to distill transformer models to RNN models
Jupyter Notebook
4
star
23

kaggle-tf2qa

Python
4
star
24

RRL_PyTorch

HTML
4
star
25

textrank_summary_benchmark

Benchmark results for some of the TextRank variants on the summarization task
Python
4
star
26

global-wheat-detection

PyTorch EfficientDet Solution for Global Wheat Detection Challenge
Jupyter Notebook
4
star
27

kaggle-winton-2016

Sample Solution(s) to the Winton Stock Market Challenge on Kaggle
R
3
star
28

chyrons_fetcher

Simple Python Script to download "Third Eye Data: TV News Archive chyrons"
Python
3
star
29

google-football-2020

Python
3
star
30

recruit_visitor_forecasting

Solution to Recruit Restaurant Visitor Forecasting Competition
Python
3
star
31

2020-taiwan-election-data

The 2020 Taiwan Presidential election and Legislative Yuan election data
2
star
32

tf-helper-bot

Python
2
star
33

bengali-grapheme-classification

TPU-Ready TF 2.1 Solution to Bengali.AI Handwritten Grapheme Classification
Python
2
star
34

GoogleCodeJamSolutions

My Solutions for Google Code Jam
Python
2
star
35

news_collections

2
star
36

hr-walmart-2016

Solution to HackerRank WalmartLabs Codesprint (Machine Learning) 2016
Jupyter Notebook
2
star
37

movies_dataset_eda

A toy project mainly for practicing rstudio/gt
R
2
star
38

aqi-bot

A minimal Telegram AQI notification bot
Python
2
star
39

ceshine-hugo

Hugo-based static blog
HTML
2
star
40

what-i-did-today-telegram-bot

A telegram bot to remind you what you accomplished today
HTML
2
star
41

oggdo

Python
1
star
42

ceshine

1
star
43

python-ds-project-template

A Template for Python Data science Projects
Python
1
star
44

baserec

Recommender baselines
Python
1
star
45

cronhelpers

Cron smarter with these small tools. (WIP)
Python
1
star
46

docker-spark-jupyter

Jupyter Notebook with Python 3 Kernel Based on sequenceiq/spark
Python
1
star
47

Statistics-Cheat-Sheets

Key concepts of statistics
TeX
1
star
48

chyron_analysis_R

R
1
star
49

isml15-wed

Introduction to Statistical Machine Learning at ANU
Python
1
star
50

taiwan-weekly-box-office

Weekly Box Office Results in Taiwan
Python
1
star
51

CeFinanceLabs

Some python-based finance expriement tools accompanied by utilities to process raw csv data.
Python
1
star
52

django-url-wrapper

Wrap URLs with <a> html tags and shortened the representation.
Python
1
star
53

trendmicro_etf_sample_solution

Sample Solution to Taiwan ETF Price Prediction Competition
Python
1
star