Kevin Zhou Mastascusa's Projects
http://rpubs.com/kzm24/bioinformatics_functions
CIFAR-10-Image-Classification
Get started with CORD-19
"KZM COVID Informatics: A repository for data analysis and insight extraction from the CORD-19 dataset, focused on advancing our understanding of the COVID-19 pandemic."
FUNGAL: Flexible Unity Network-based Growth and Adaptive Learning
Integrated Differential Expression and Pathway analysis
MACROphage Genetics and Epigenetics
"NIHDataFetcher" is a GitHub repository with scripts for accessing and fetching data from various NIH databases like GEO and PubMed. It provides code examples to retrieve GEO datasets, search PubMed, and load ClinVar data. Ideal for researchers and data scientists working with biomedical information.
nlp-intent-classification
omicsDM is a user-friendly platform for analyzing and mining large-scale omics datasets. It offers data preprocessing, statistical analysis, interactive visualization, machine learning integration, pathway analysis, and collaboration features. Discover valuable insights and accelerate discoveries with omicsDM.
Pathway Analysis and Discovery
PyComplexHeatmap: A Python package to plot complex heatmap (clustermap)
Spark-MNIST-Image-Classification
A sentiment analysis project using Apache Spark. It applies NLP techniques (tokenization, stop word removal, TF-IDF) to process large-scale text data. Trains a Logistic Regression model for sentiment classification. Well-documented code with a to-do list for further exploration.