cromp
The official implementation of CROMP (Constrained Regression with Ordered and Margin-sensitive Parameters) along with experimental test pipeline
prompt-engineering-guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
hmmtmb
Fit hidden Markov models using Template Model Builder (TMB): flexible state-dependent distributions, transition probability structures, random effects, and smoothing splines.
openpathsampling
An open source Python framework for transition interface and path sampling calculations.
aspect
A parallel, extensible finite element code to simulate convection in both 2D and 3D models.
tumoroscope-pymc
Python package of the 'Tumoroscope' model implemented in PyMC.
cavaanalytics
CAVAanalytics is a comprehensive framework for climate data analysis, offering streamlined access to data, advanced processing and visualization capabilities. It is designed to support a wide range of climate research and user needs
https://github.com/sparks-baird/self-driving-lab-demo
Software and instructions for setting up and running a self-driving lab (autonomous experimentation) demo using dimmable RGB LEDs, an 8-channel spectrophotometer, a microcontroller, and an adaptive design algorithm, as well as extensions to liquid- and solid-based color matching demos.
h5py
HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.
PySPOD
PySPOD: A Python package for Spectral Proper Orthogonal Decomposition (SPOD) - Published in JOSS (2021)
https://github.com/react-navigation/react-navigation
Routing and navigation for React Native and Web apps
numerical_methods_introduction
A set of Jupyter Notebooks demonstrating various numerical methods in Python.
leaflet-providersesp
An extension to Leaflet that contains configurations for various free WMS (Web Map Service) and WMTS (Web Map Tile Service) providers of Spain (IDErioja, PNOA, IGN base, Catastro, etc), from Spanish mapping agencies.
imitation
Clean PyTorch implementations of imitation and reward learning algorithms
ucall
Web Serving and Remote Procedure Calls at 50x lower latency and 70x higher bandwidth than FastAPI, implementing JSON-RPC & REST over io_uring ☎️
multiscale_spatial_image
Generate a multiscale, chunked, multi-dimensional spatial image data structure that can serialized to OME-NGFF.
scatterd
Scatterd is a Python package for easy and fast creation of beautiful scatter plots.
myfempy
Myfempy is a python package based on finite element method to multiphysics analysis.
compoda
Simplex space operations for compositional data implemented in Python.
teeplot
organize data visualization output, automatically picking meaningful names based on semantic plotting variables
structuralcoexistence
Shiny app to explore structural approach to species coexistence
quantumaudio
Tools, circuits, examples & applications of Quantum Representations of Audio in qubit systems
DiffEqNoiseProcess
A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)
https://github.com/arklumpus/treenode
Read, write and manipulate phylogenetic trees
dea_seurat
A Snakemake workflow and MrBiomics module for performing differential expression analyses (DEA) on (multimodal) sc/snRNA-seq data powered by the R package Seurat.
alz-predict-roivsnonroi
Deep learning pipeline for efficiently predict Alzheimer's Disease from ADNI & OASIS
humolire
HuMoLiRe is a Pedestrian Dead-Reckoning Particle Filter Map-aided system that leverages human motion likelihood in indoor spaces to estimate their position. This repository is the dataset and software published with its paper.
pmdarima
A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
https://github.com/kevinshen56714/emc-pypi
Python interface for Enhanced Monte Carlo (EMC)
https://github.com/cda-tum/mnt-bench
MNT Bench - An MNT tool for Benchmarking FCN circuits
Emporium
This package provides a selection of useful "scripts" for the project maintainer. Useful for automated changes to large collections of packages.
ceresfit
Linear Regression for data set with correlated or uncorrelated uncertainties in both axes.
g-tomo
G-Tomo (Galactic Tomography) app for exploitation of 3d dust extinction in the local galaxy. Extraction of 1d profiles and 2d maps (slices)
bikenwgaps
Automated detection of gaps in bicycle networks: source code for IPDC procedure
enhancing_reaxff
Jupyter notebooks used for retraining the ReaxFF force field for the inorganic compound LiF.
https://github.com/biocore/qurro
Visualize differentially ranked features (taxa, metabolites, ...) and their log-ratios across samples
nmma
A pythonic library for probing nuclear physics and cosmology with multimessenger analysis
sigfig
This is the sigfig Python package used for rounding numbers (with expected results)
openstef
Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.
soniscope-jupyter
jupyter notebook widget with a scatter plot and an interactive lens to enable interactive sonification
mapSpain
R package with the administrative boundaries of Spain, including CCAA, provinces and municipalities
geos-chem
GEOS-Chem "Science Codebase" repository. Contains GEOS-Chem science routines, run directory generation scripts, and interface code. This repository is used as a submodule within the GCClassic and GCHP wrappers, as well as in other modeling contexts (external ESMs).
impact
IMPaCT: Interval MDP Parallel Construction for Controller Synthesis of Large-Scale Stochastic Systems. IMPaCT is an open-source software tool for the parallelized verification and controller synthesis of large-scale stochastic systems using interval Markov chains (IMCs) and interval Markov decision processes (IMDPs).
https://github.com/SciML/Optimization.jl
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
qualle
Implementation of Qualle Framework as proposed in the paper "Content-Based Quality Estimation for Automatic Subject Indexing of Short Texts under Precision and Recall Constraints" and accompanying source code by Martin Toepfer and Christin Seifert.
NN-SVG
NN-SVG: Publication-Ready Neural Network Architecture Schematics - Published in JOSS (2019)