CeShine Lee

fast-neural-style. Pytorch Implementation of Perceptual Losses for Real-Time Style Transfer and Super-Resolution

textrank_demo. A simple website demonstrating TextRank's extractive summarization capability.

pix2pix-deblur. Python

tensorflow-crash-course. For those who already have some basic idea about deep learning, and preferably are familiar with PyTorch.

modern_chinese_nlp. (WIP) My humble contribution to the democratization of the Chinese NLP technology

RRL_Matlab. Recurrent Reinforcement Learning Algorithm Matlab Implementation

yt8m-2019. 7th place solution to The 3rd YouTube-8M Video Understanding Challenge

pytorch-pretrained-BERT. A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

favorita_sales_forecasting. Solution to Corporación Favorita Grocery Sales Forecasting Competition

quantile-regression-tensorflow. Implementations of Quantile Regression

tbrain-insurance-policy-renewals. Top 1 solution to the TBrain - 客戶續約金額預測 machine learning competition.

finetuning-t5. Python

591scraper. 591租房網自動抓取腳本

pytorch-helper-bot. A high-level PyTorch helper package

apex_pytorch_cifar_experiment. Jupyter Notebook

recurrent-dropout-experiments. Jupyter Notebook

Dockerfiles. Dockerfile

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

sentence-transformers. Sentence Embeddings with BERT & XLNet

kddcup2018. Code for KDD CUP 2018 https://biendata.com/competition/kdd_2018/

kaggle-quest. TPU-Ready TF 2.1 Solution to Google QUEST Q&A Labeling using Siamese RoBERTa Encoder Model

finetune-transformer-lm. Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

kaggle-instacart. Solution for Kaggle Instacart Market Basket Analysis Competition

transformer_to_rnn. Experiments to distill transformer models to RNN models

pytorch_style_transfer_l2_wasserstein. PyTorch Implementatino of Style Transfer as Optimal Transport

jigsaw-toxic-2019. A solution to the Jigsaw Unintended Bias in Toxicity Classification Kaggle competition.

LASER. Language-Agnostic SEntence Representations

django-social-auth. Django social authentication made simple

ydata-synthetic. Open repository with GAN architectures for tabular data implemented using Tensorflow 2.0.

imet-collection-2019. Solution to iMet Collection 2019 - FGVC6 on Kaggle

textrank_summary_benchmark. Benchmark results for some of the TextRank variants on the summarization task

kaggle-tf2qa. Python

global-wheat-detection. PyTorch EfficientDet Solution for Global Wheat Detection Challenge

RRL_PyTorch. HTML

shap. A unified approach to explain the output of any machine learning model.

recruit_visitor_forecasting. Solution to Recruit Restaurant Visitor Forecasting Competition

chyrons_fetcher. Simple Python Script to download "Third Eye Data: TV News Archive chyrons"

EfficientNet-PyTorch. A PyTorch implementation of EfficientNet

bengali-grapheme-classification. TPU-Ready TF 2.1 Solution to Bengali.AI Handwritten Grapheme Classification

2020-taiwan-election-data. The 2020 Taiwan Presidential election and Legislative Yuan election data

google-football-2020. Python

aqi-bot. A minimal Telegram AQI notification bot

kaggle-winton-2016. Sample Solution(s) to the Winton Stock Market Challenge on Kaggle

tf-helper-bot. Python

CartoonGan-tensorflow. Generate your own cartoon-style images with CartoonGAN (CVPR 2018), powered by TensorFlow 2.0 Alpha.

swav. PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

Super-SloMo. PyTorch implementation of Super SloMo by Jiang et al.

baserec. Recommender baselines

hr-walmart-2016. Solution to HackerRank WalmartLabs Codesprint (Machine Learning) 2016

ceshine-hugo. Hugo-based static blog

GoogleCodeJamSolutions. My Solutions for Google Code Jam

what-i-did-today-telegram-bot. A telegram bot to remind you what you accomplished today

twitter_scraping. Grab all a user's tweets (and get past 3200 limit)

trendmicro_etf_sample_solution. Sample Solution to Taiwan ETF Price Prediction Competition

taiwan-weekly-box-office. Weekly Box Office Results in Taiwan

photo-deduplication-tools. Python

chyron_analysis_R. R

Statistics-Cheat-Sheets. Key concepts of statistics