Jason D. Kim's repositories
Text-classification-of-voice-phishing-transcipts
Text classification applications for detecting fraudulent calls, spam messages, etc.
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
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
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
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.
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.
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
Machine-Learning-Engineering-for-Production-MLOps
Public repo for DeepLearning.AI MLEP Specialization
MIL-nature-medicine-2019
Multiple Instance Learning on Breast Cancer Biopsy Samples
Phishing_URL_Classification
Machine learning based detection of Fraudulent URLs
Publications
Papers, patents, etc.
qupath
QuPath - Bioimage analysis & digital pathology
stardist
StarDist - Object Detection with Star-convex Shapes
Tensorflow_Core_Tutorials
Contains the coding works required for the preparation of the certificate exam. From the Health core machine C:\Users\DKim\PycharmProjects\tensorflow27_py38
Text-classification
Spams, sentiment, topics, etc
Text_Classification_Clustering
Unsupervised Learning Techniques for Text Classification
tutorials
CellProfiler tutorial pipelines and images
VNet-3D-Instance-Segmentation
Original work titled as '3D Convolutional Neural Network for Liver Tumor Segmentation'
whole-slide-cnn
AICA Project Repository. AICA (Artificial Intelligence Industry Cluster Agency) in Gwangjoo, s. Korea provides a cloud based high computing resource for the qualified small business. This repository is maintained to report some insights we gained while reproducing the original authors' work.