siero5335

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

nebuly

The user analytics platform for LLMs

s4

Structured state space sequence models

tigramite

Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at

causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

StatsWithJuliaBook

ublacklist-stackoverflow-translation

Exclude machine-translated sites of Stack Exchange from Google search results

TidyTuesday

My contributions to the #TidyTuesday challenge, a weekly data visualization challenge. All plots are 💯 created in R with ggplot2.

stan-statespace

Stan models for state space time series

augsynth

Augmented Synthetic Control Method

Rfast

A collection of Rfast functions for data analysis. Note 1: The vast majority of the functions accept matrices only, not data.frames. Note 2: Do not have matrices or vectors with have missing data (i.e NAs). We do no check about them and C++ internally transforms them into zeros (0), so you may get wrong results. Note 3: In general, make sure you give the correct input, in order to get the correct output. We do no checks and this is one of the many reasons we are fast.

minidown

Create simple yet powerful html documents with light weight CSS frameworks.

spec2vec

Word2Vec based similarity measure of mass spectrometry data.

tokupon_ds

中高生向け「データ分析入門」資料

chemical_representation_learning_for_toxicity_prediction

Chemical representation learning paper in Digital Discovery

mist

Encoding MS/MS spectra using formula transformers for inferring molecular properties

jmastats

Download Weather Data from Japan Meteorological Agency Website

bmstdr

This is the repository for the R package bmstdr.

metabolome-lipidome-MSDIAL

Guide to processing raw LCMS metabolomic and lipidomic data using MS-DIAL, followed by data pre-processing and secondary annotation (of metabolites) in R.

CausalModels

An R library for estimating causal effects

mspcompiler

Compile Mass Spectral Libraries from Various Sources

Codebase

Codebase for WHO estimates of excess mortality associated with the COVID-19 pandemic

Waters2mzML

Waters2mzML converts & subsequently annotates Waters .raw MSn data (both MSe & DDA) into functional .mzML files. Obtained .mzML files can be processed in MZmine 3. It would be interesting to see if it works for all Waters .raw data and other processing streamlines.

japan-covid19

GlobalFoodomics

Figures and code for "Reference data based insights expand understanding of human metabolomes"

gFormulaMI

kspub-dataviz

講談社サイエンティフィク 「データ分析のためのデータ可視化入門」サポートページ /.補足情報と正誤表

metID

Construct database and identify metabolites.

LCMRL_calculator

OW/OGWDW/SRMD/TSC - This repository contains the code and instructions for using the LCMRL calculator

HExpMetDB