Tim Maier's repositories
aeppl
Tools for an Aesara-based PPL.
aesara
Aesara is a Python library that allows one to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
alphatims
An open-source Python package for efficient accession and visualization of Bruker TimsTOF raw data from the Mann Labs at the Max Planck Institute of Biochemistry.
arviz
Exploratory analysis of Bayesian models with Python
BiochemicalAlgorithms.jl
The Biochemical Algorithms Library in Julia
dvc
🦉Data Version Control | Git for Data & Models | ML Experiments Management
ionmob
An open-source prediction framework for peptide ion collision cross section (CCS) values with python.
machine-learning-algorithm-implemention
Implement algorithms with basic functions
mcmc_runtime_comparison
Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis
proteolizard-algorithm
prototype machine-learning solutions for high-throughput MS with ease
proteolizard-data
a collection of tools and wrapper classes for timsTOF data access and processing
proteolizard-vis
a collection of python classes and widgets for display of all aquisitions generated by timsTOF
pymc
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
pymc-examples
Examples of PyMC models, including a library of Jupyter notebooks.
pystoms
Analysis of precursor MS features using bayesian statistics.
PyTestforDataScience_PyDataLA
Pytest for Data Science Beginners
rustims_tm
A lightning fast hackable API for timsTOF data written in RUST