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machine-learning

microbiome_tutorial

Here is my microbiome data analysis tutorial for using PathoScope and other tools!

ml2022-spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

modelselection

mtgbmcode

mtgbmcode

multi-task-part-1-notebook

nlp-stock-prediction

nm

pathostat

The purpose of this package is to perform Statistical Analysis on the PathoScope generated reports files.

r_lib_jason

R functions that I use a lot

replacing-bash-scripting-with-python

Guide on using using python for administrative scripting

singlecelltk

Interactively Analyze scRNA-Seq Data

sshfs

A network filesystem client to connect to SSH servers

statistical-learning-method_code

手写实现李航《统计学习方法》书中全部算法

tb_indian

tbp

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

tools-microbiome-analysis

A list of R environment based tools for marker gene microbiome data exploration, statistical analysis and visualization

tutorials

In this repo you will find demos and tutorials prepared by members of the CBIB. Feel free to use them for non-commercial activities given that you give proper credit. Have fun!

ufldl_tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

yingtools2

Ying's tools for analysis, with particular focus on microbiome data