Forrest Chen's repositories
deeplearning-biology
A list of deep learning implementations in biology
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
funfunchen.github.io
Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.
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.
my_udacity
The Udacity courses I took
cv
My CV built using RMarkdown and the pagedown package.
MachineLearning
Machine learning resources
Py_rvtest
python version for RVTests
python-jumpstart-course-demos
Contains all the "handout" materials for my Python Jumpstart by Building 10 Apps course. This includes try it yourself and finished versions of the 10 apps.
rvtests
Rare variant test software for next generation sequencing data
revigoR
Scripts for accessing revigo gene ontology plots from R
MR-PRESSO
Performs the Mendelian Randomization Pleiotropy RESidual Sum and Outlier (MR-PRESSO) method.
scikit-learn
scikit-learn: machine learning in Python
scikit-allel
A Python package for exploring and analysing genetic variation data
Data_Sets_Problem_Solutions
My solutions to problems from ROSALIND, Books, and courses I have taken. Also some data sets are included.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
bookdown-demo
A minimal book example using bookdown
MarkdownPhotos
photos for Markdown
GWAS_summary_clean
data clean work
knowledge-map
🌍 Interactive Mind Map for learning anything
TwoSampleMR
R package for performing 2-sample MR using MR-Base database
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1