Huang (Frederick) Lin's starred repositories
ohmyzsh
đ A delightful community-driven (with 2,300+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool that makes it easy to keep up with the latest updates from the community.
Python-100-Days
Python - 100怩ä»æ°æć°ć€§ćž
DeDRM_tools
DeDRM tools for ebooks
learn-python3
Jupyter notebooks for teaching/learning Python 3
line_profiler
Line-by-line profiling for Python
microbiome
microbiome R package
Deep-Learning-Coursera
Deep Learning Specialization by Andrew Ng on Coursera.
metagenomeSeq
Statistical analysis for sparse high-throughput sequencing
nlcor
An implementation of an efficient heuristic to compute the nonlinear correlations between numeric vectors. The heuristic works by adaptively identifying multiple local regions of linear correlations to estimate the overall nonlinear correlation. The nonlinear correlations estimate has various applications in data exploration and variable selection for nonlinear models.
RobustSparseCorrelation
This is the R implementation of a robust correlation matrix estimator usefull in case of high-dimensional data to remove the bias. It also implement an adaptive thresholding technique based on cross validation tecnique to regularize the correlation matrix.
LOCOM-Archive
A logistic regression model for testing differential abundance in compositional microbiome data
micro-stats-bench
A collection of simulated and real benchmarks for microbiome methodological tutorials and benhcmarks