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Mac Lai's Projects

isl-python icon isl-python

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

jupyter-genomics icon jupyter-genomics

A collection of Jupyter notebooks authored by the UCSD Center for Computational Biology & Bioinformatics (http://compbio.ucsd.edu). These include methods on utilizing cloud computing resources and analysis of data from next-generation sequencing, systems biology, and microbiome.

kraken2 icon kraken2

The second version of the Kraken taxonomic sequence classification system

lmas icon lmas

LMAS - Last (Meta)Genomic Assembler Standing

magpy icon magpy

Snakemake pipeline for annotating metagenome-assembled genomes (MAGs) (pronounced mag-pie)

megahit icon megahit

Ultra-fast and memory-efficient (meta-)genome assembler

metalign icon metalign

Metalign: efficient alignment-based metagenomic profiling via containment min hash

microbiome_helper icon microbiome_helper

A repository of bioinformatic scripts, SOPs, and tutorials for analyzing microbiome data.

ml-road icon ml-road

Machine Learning Resources, Practice and Research

multi-metagenome icon multi-metagenome

Scripts and tutorials on how to assemble individual microbial genomes from metagenomes

ngs-utils icon ngs-utils

Collection of notes and scripts related to NGS

ngs_data_processing icon ngs_data_processing

Tool set for processing fasta/fastq/table formated data. Usually they are perl scripts.

nlopt icon nlopt

library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

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