ceshine
Statistician + Software Engineer. Main interests: curation of datasets, general data analysis, data visualization, and deep learning (NLP and CV).
@veritable-tech Taiwan
Pinned Repositories
fast-neural-style
Pytorch Implementation of Perceptual Losses for Real-Time Style Transfer and Super-Resolution
favorita_sales_forecasting
Solution to Corporación Favorita Grocery Sales Forecasting Competition
modern_chinese_nlp
(WIP) My humble contribution to the democratization of the Chinese NLP technology
pix2pix-deblur
pytorch_style_transfer_l2_wasserstein
PyTorch Implementatino of Style Transfer as Optimal Transport
RRL_Matlab
Recurrent Reinforcement Learning Algorithm Matlab Implementation
tensorflow-crash-course
For those who already have some basic idea about deep learning, and preferably are familiar with PyTorch.
textrank_demo
A simple website demonstrating TextRank's extractive summarization capability.
yt8m-2019
7th place solution to The 3rd YouTube-8M Video Understanding Challenge
pytorch-lightning-spells
Some useful plugins for pytorch-lightning
ceshine's Repositories
ceshine/textrank_demo
A simple website demonstrating TextRank's extractive summarization capability.
ceshine/RRL_Matlab
Recurrent Reinforcement Learning Algorithm Matlab Implementation
ceshine/yt8m-2019
7th place solution to The 3rd YouTube-8M Video Understanding Challenge
ceshine/finetuning-t5
ceshine/pytorch-helper-bot
A high-level PyTorch helper package
ceshine/Dockerfiles
ceshine/591scraper
591租房網自動抓取腳本
ceshine/kaggle-quest
TPU-Ready TF 2.1 Solution to Google QUEST Q&A Labeling using Siamese RoBERTa Encoder Model
ceshine/ydata-synthetic
Open repository with GAN architectures for tabular data implemented using Tensorflow 2.0.
ceshine/global-wheat-detection
PyTorch EfficientDet Solution for Global Wheat Detection Challenge
ceshine/imet-collection-2019
Solution to iMet Collection 2019 - FGVC6 on Kaggle
ceshine/google-football-2020
ceshine/RRL_PyTorch
ceshine/ceshine-hugo
Hugo-based static blog
ceshine/what-i-did-today-telegram-bot
A telegram bot to remind you what you accomplished today
ceshine/baserec
Recommender baselines
ceshine/ceshine
ceshine/cronhelpers
Cron smarter with these small tools. (WIP)
ceshine/oggdo
ceshine/python-ds-project-template
A Template for Python Data science Projects
ceshine/taiwan-weekly-box-office
Weekly Box Office Results in Taiwan
ceshine/byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
ceshine/Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.
ceshine/efficientdet-pytorch
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
ceshine/great_expectations
Always know what to expect from your data.
ceshine/image-table-ocr
Turn images of tables into CSV data. Detect tables from images and run OCR on the cells.
ceshine/muzero-general
MuZero
ceshine/nextjs-netlify-blog
ceshine/serve
Serve, optimize and scale PyTorch models in production
ceshine/VAN-Classification