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association-rule

Association rule implementation for course Data Mining

competitive-ds-made-easy

Another hydra-powered torch template for quick data science project setup.

cs224w-2021-colab-practice

In this repo, I try to record the practicing journey of CS224W, including the implementations of Colab and homeworks. Some supplementary resources are also provided in each practice.

dbms-final

A simulated dbms for stock brokerage.

detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

dl-made-easy

A quick and modularized DL template implemented using pytorch.

enefit

Predict the electricity production and consumption of prosumers in Estonia.

feature-selection

Different types of feature selectors returning feature selection results with datatype pd.DataFrame, not ndarray. (Refer to scikit-learn.)

flat-lattice-transformer

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

google-fast-or-slow-33rd-place-solution

Google - Fast or Slow? Predict AI Model Runtime - 33rd solution.

google-research

Google Research

grind-leetcode

Record my journey of grinding LeetCode.

imbd-2022-preliminary-round

The preliminary round of Taiwan Intelligent Manufacturing Big Data Analysis Competition (IMBD2022).

imbd-2022-projectb-final

The final round of projectB of Taiwan Intelligent Manufacturing Big Data Analysis Competition (IMBD2022).

kaggle-network-intrusion-detection

Final project and report in course "Network Security".

moneydj-daily-news-scaper

Simple news scraper

mtgnn

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）

solar-power-generation-forecasting

AIdea competition challenging competitors to forecast solar power generation.

stock_parser

Simple stock parser in ML course

tbrain-esun-ai-2021winter-8th-solution

玉山人工智慧公開挑戰賽2021冬季賽 - 信用卡消費類別推薦8th solution.

tpa-lstm

Temporal Pattern Attention for Multivariate Time Series Forecasting

uidd2020

uidd2020 hw1 active website