Amy Ying Lin 's repositories
100days_python
I aim to accomplish 100 days of python challenge, and post little projects along the way.
big-mac-data
Data and methodology for the Big Mac index
Biological_data_w_Unix
A bash script to open a DNA file and count the frequency of sequences(s)
dash_ml_demo
Demo for using dash to serve a ML model interactively
flask-demo-fullstack
Demo of a barebones fullstack flask app.
goatools
Python library to handle Gene Ontology (GO) terms
handson-ml3
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.
leaflet-flask-demo
Demonstration of producing a leaflet map in a full-stack app with flask.
medium-code
Code for my data science articles
sanbomics_scripts
scripts and notebooks from sanbomics
scanpy
Single-cell analysis in Python. Scales to >1M cells.
seaborn
Statistical data visualization in Python
single-cell-tutorial
Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"
tabula-sapiens
Single Cell Transcriptomics of 25 Human Organs to Create a Tabula Sapiens
tabula_sapien_scRNAseq
analysis of the tabula sapients: a multi-organ, single-cell transcriptomic atlas of human cells
umap
Uniform Manifold Approximation and Projection