kimdesok Goto Github PK

3d-mnist-3d-convolution-3d-cnn

3D convolution and 3D CNN exercise with the 3D Mnist dataset

asap

Program for the analysis and visualization of whole-slide images in digital pathology

atten_deep_mil

Attention-based Deep MIL implementation and application

cellprofiler

An open-source application for biological image analysis

cellprofiler-analyst

Open-source software for exploring and analyzing large, high-dimensional image-derived data.

computer-vision-transformers

Image classification tasks performed with ViT and other transformer based deep learning models

data-shift-and-its-effects-on-the-model-performance

Reviews and investigates how manipulations of data may degrade the DL models (and what insights we get from these).

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeppath

AI HUB Project: Classification of Lung Cancer Slide Images using Deep-Learning

dlfpcc

Deep Learning for Fraudulent Phone Call Classification :)

examples

Example CellProfiler pipelines.

financedatareader

Using s. Korean stock trading data, you can practice data visualization basically time series data handling.

hands-on-computer-vision-with-tensorflow-2

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

huggingface_audio_course

introduction-to-tensorflow-for-artificial-intelligence-machine-learning-and-deep-learning-coursera

introduction_to_machine_learning_udacity

Contains the coding works required for the preparation of the certificate exam. From the Health core machine C:\Users\DKim\Introduction_to_Machine_Learning_Udacity

learning

Classes taken in the past

machine-learning-engineering-for-production-mlops

Public repo for DeepLearning.AI MLEP Specialization

machine-learning-engineering-for-production-mlops-specialization

The series of courses I am taking at Coursera

mil-nature-medicine-2019

Multiple Instance Learning on Breast Cancer Biopsy Samples

neural-image-compression

Code accompanying the paper Neural Image Compression for Gigapixel Histopathology Image Analysis

phishing_url_classification

Machine learning based detection of Fraudulent URLs

publications

Papers, patents, etc.

qupath

QuPath - Bioimage analysis & digital pathology

recommender_systems

stardist

StarDist - Object Detection with Star-convex Shapes

statistical-thinking-in-python-part-1

Datacamp coursework by Professor Justin Bois at Cal Tech. Modified to be used as a self study material executable at the Colab

statistical-thinking-in-python-part-2

Datacamp coursework with the same name but Part2 by Professor Justin Bois at Cal Tech. Modified to be used as a self study material executable at the Colab

tensorflow-1-public