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cashbox-magazine-song-records-analysis

Analysis and data visualization based on Cashbox Magazine record chart.

cfhl45-leaf-dataset

A dataset includes more than 18000 leaves images, classed by 45 families.

convirt-colab

Contrastive Learning Representations for Images and Text Pairs. Colab implementation of ConVIRT for transfer learning with insufficient data volume.

covid-19-eda

draw-yolo-box

Draw bounding boxes on raw images based on YOLO format annotation. Help to check the correctness of annotation and extract the images with wrong boxes.

employee-attrition-possibility-prediction-hrconsulting

Performed machine learning models, dived into feature engineering and improved model performance.

facemask-detection

In-browser Real-time Mask Detection | Deployment part. Based on NCNN and Web-Assembly.

graph-fraud-detection

Colab implementation for Fraud Detection in Graph Neural Networks, based on Deep Graph Library (DGL) and PyTorch backend.

h1b-visas-analysis

Helping the international data science students strategize job search, through an analysis of H1B visa data of 3 million observations from 2014 to 2018.

insider-risk-in-pyspark

An exploration of anomaly detection for insider risk implemented by KDE, Minhash, and K-Means, based on PySpark and Colab.

lapop-shiny-dashboard

LAPOP dashboard with fake data based on Shiny R. An interactive Data Playground for strengthening understanding of Latin America’s politics, economy, culture for the general public.

mask-detector

Real-time video streaming mask detection based on Python. Designed to defeat COVID-19.

mysql-shiny-demo

openai-cookbook

Examples and guides for using the OpenAI API

snf-workload-tracker

Interactive Tableau dashboard for assigning CCs to SNFs efficiently.

waittim.github.io

Personal blog: https://waittim.github.io/

youtube-trending-videos-analysis

Discovered essentials of trending videos and made prediction models.