Discover ceshine/kaggle-instacart Open Source project

A simple website demonstrating TextRank's extractive summarization capability.

163

textrank_demo

pix2pix-deblur

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

tensorflow-crash-course

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

modern_chinese_nlp

Recurrent Reinforcement Learning Algorithm Matlab Implementation

RRL_Matlab

MATLAB

yt8m-2019

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

Solution to Corporación Favorita Grocery Sales Forecasting Competition

favorita_sales_forecasting

finetuning-t5

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

tbrain-insurance-policy-renewals

A high-level PyTorch helper package

pytorch-helper-bot

apex_pytorch_cifar_experiment

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

recurrent-dropout-experiments

Dockerfiles

591scraper

kddcup2018

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

kaggle-quest

PyTorch Implementatino of Style Transfer as Optimal Transport

pytorch_style_transfer_l2_wasserstein

A solution to the Jigsaw Unintended Bias in Toxicity Classification Kaggle competition.

jigsaw-toxic-2019

Solution to iMet Collection 2019 - FGVC6 on Kaggle

imet-collection-2019

Experiments to distill transformer models to RNN models

transformer_to_rnn

kaggle-tf2qa

RRL_PyTorch

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

textrank_summary_benchmark

PyTorch EfficientDet Solution for Global Wheat Detection Challenge

global-wheat-detection

Sample Solution(s) to the Winton Stock Market Challenge on Kaggle

kaggle-winton-2016

chyrons_fetcher

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

google-football-2020

Solution to Recruit Restaurant Visitor Forecasting Competition

recruit_visitor_forecasting

The 2020 Taiwan Presidential election and Legislative Yuan election data

2020-taiwan-election-data

tf-helper-bot

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

bengali-grapheme-classification

My Solutions for Google Code Jam

GoogleCodeJamSolutions

Solution to HackerRank WalmartLabs Codesprint (Machine Learning) 2016

news_collections

hr-walmart-2016

A toy project mainly for practicing rstudio/gt

movies_dataset_eda

aqi-bot

A minimal Telegram AQI notification bot

ceshine-hugo

Hugo-based static blog

A telegram bot to remind you what you accomplished today

what-i-did-today-telegram-bot

oggdo

A Template for Python Data science Projects

ceshine

python-ds-project-template

baserec

Recommender baselines

Cron smarter with these small tools. (WIP)

cronhelpers

Jupyter Notebook with Python 3 Kernel Based on sequenceiq/spark

docker-spark-jupyter

Key concepts of statistics

Statistics-Cheat-Sheets

TeX

chyron_analysis_R

isml15-wed

Introduction to Statistical Machine Learning at ANU

Weekly Box Office Results in Taiwan

taiwan-weekly-box-office

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

CeFinanceLabs

Wrap URLs with <a> html tags and shortened the representation.

django-url-wrapper

Sample Solution to Taiwan ETF Price Prediction Competition

trendmicro_etf_sample_solution