Tae You Kim's Projects
2019 2nd ML month with KaKR House Price Prediction Solution
Scripts written and applications developed in preparing the contextual dermoscopic image database for the SIIM-ISIC Melanoma Classification competition. The competition was hosted on Kaggle during the Summer of 2020 https://www.kaggle.com/c/siim-isic-melanoma-classification).
A curated collection of useful Python snippets that you can understand in 30 seconds or less.
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
A Collection of GitHub Actions That Facilitate MLOps
Experiments to speed up ADMM optimization algorithm for linear & semidefinite programming
Apache airflow(Cloud Composer) python example code
fast image augmentation library and easy to use wrapper around other libraries
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All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Repository for the Amundsen project
π A UI Design Language and React UI library
Curated papers, articles & videos on data science & machine learning applied in production, with results.
Area of the French wine cepages per year.
A fast PostgreSQL Database Client Library for Python/asyncio.
Data manipulation and transformation for audio signal processing, powered by PyTorch
A data augmentations library for audio, image, text, and video.
Image augmentation library in Python for machine learning.
AutoGluon: AutoML Toolkit for Deep Learning
Google Brain AutoML
Public solution for AutoSeries competition
A curated list of awesome anomaly detection resources
A curated list of automated machine learning papers, articles, tutorials, slides and projects
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The most cited deep learning papers
MLOps(Machine Learning Operation) Contents
DataOps(Data Operation), MLOps(Machine Learning Operation) Contents