llms-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
parametric-nn-models
Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network
osgpup
OSGPUP: An open-source library for geophysical data processing and interpretation based on C++, Perl, Octave and Python.
bout-dev
BOUT++: Plasma fluid finite-difference simulation code in curvilinear coordinate systems
qiskit-serverless
A programming model for leveraging quantum and classical resources
saqc
This is a read-only mirror, comments, issues and pull requests are very welcome on https://git.ufz.de/rdm-software/saqc.
data-morph-ai
Morph an input dataset of 2D points into select shapes, while preserving the summary statistics to a given number of decimal points through simulated annealing. It is intended to be used as a teaching tool to illustrate the importance of data visualization.
2025-02-24-python-socsci-online
Reproducible analysis: Python for social scientists. The SSI workshop related to the Research Software Practices in the Social Sciences programme.
listening-beyond-the-labels-v1
A scalable and non-invasive speech-based machine learning model for early Alzheimer's detection using mel-spectrograms and lightweight semi-supervised CNN with no transcription or neuroimaging needed.
cogeol
Align projects with supported Python versions - automated with endoflife.date
quantum-chem
A Python program that computes the electronic densities and binding energies for isolated neutral atoms from an orbital-free density functional scheme based on polymer self-consistent field theory.
thereminq-tensors
ThereminQ Tensors - Quant/AgentOPS - run diverse GPU / HPC enabled Quantum Jupyter notebooks; Shors' and QI derivatives in a WebUI
lightworks
Lightworks is an open-source Python SDK for photonic quantum computing.
architxt
ArchiTXT is an open source Python library that transforms unstructured text into structured, searchable, and AI-ready data. It enables automated database generation and seamless data integration.
pricepoints
Price Points research, data analyses, and packages. Informational only, not official Turquoise Health products
ngclearn
NGC-Learn: Neurobiological Systems Design and Simulation in Python
lorepy
A library to create lore plots (logistic regression of the prevalence of a categorical variable in function of a continuous feature)
qualtran
Qᴜᴀʟᴛʀᴀɴ is a Python library for expressing and analyzing Fault Tolerant Quantum algorithms.
qasports-dataset-scripts
Scripts used to generate the (Question-Answering) QASports2 Dataset
system-hardware-id-generator
The System Hardware ID Generator Script is a Python tool designed to generate a unique Hardware ID (HWID) for the device it runs on. The HWID is represented as an 18-digit integer, making it efficient for storage in databases and indexing. This script can be used for software licensing, device authentication, and hardware inventory management.
invariants_py
Calculate invariant trajectory representations from trajectory data and generate new trajectories from the invariants.
wolfsoftware.template-package-cli
A simple template for creating CLI based Python pacakges.
chessdotpy
Chess in Python, featuring Stockfish and chess.com / Lichess API support
pymolresponse
Molecular frequency-dependent response properties for arbitrary operators
python-pandas-viz-ml
Material for an interactive software carpentry lesson on tabular data with pandas, visualization with altair, and machine learning using scikit-learn.
citation_station
A Discord bot that will send a quote to your server every morning
asaca-automatic-speech-analysis-for-cognitive-assessment
The automatic system that can extract PRAAT-like speech features from raw speech wav files, and also can get low WER (<10) high quality transcriptions at the same time.
getting-_started_data_science
Resources to get started in data science and teach yourself data science
pipelines
Custom JWST reduction pipelines for NIRSpec and MIRI Solar System observations
asymmetric_uncertainty
A package for handling numeric quantities with asymmetric uncertainties.
matilda
Tool for modeling water resources in glacierized catchments. Combines a temperature-index melt model with the conceptual catchment model HBV and a parameterized glacier area/volume re-scaling routine.
pye-plus
Multi-Criteria Decision Making (MCDM) Framework for Building Energy Systems with Expedited Computation using Machine Learning (ML) Techniques
mlpro-test-center
MLPro Test Center – Howtos and benchmarking tools for MLPro components and algorithms
facts
Repository for the article in the online magazine Data Science Collective.
complexity-in-complexity
Code for "Complexity in Complexity: Understanding Visual Complexity Through Structure, Color, and Surprise". CogSci, 2025 & ICLR Re-Align Workshop, 2025.
r-python
Denetimsiz Makine Öğrenmesi Algoritmaları: R ve Python Uygulamaları Kitabındaki R ve Python kodları
python-novice-programming-gapminder
An introduction to Python for non-programmers using Gapminder data
lightweight-mcnnm
Lightweight Implementation of the Matrix Completion Estimator for Panel Data presented by Athey et al. (2021)
chemconf-analysis
Combined Python/Linux scritp for conformational analysis of a xyz file containing multiple structures, based on RMSD and additional geometrical constrains
stripepy-hic
StripePy recognizes architectural stripes in 3C and Hi-C contact maps using geometric reasoning
sec-certs
Tool for analysis of security certificates and their security targets (Common Criteria, NIST FIPS140-2...).
trustpy-tools
TrustPy is a production-ready Python package purpose-built for MLOps pipelines—enabling automated, interpretable analysis of model trustworthiness and predictive reliability before deployment. Available via Conda-Forge and PyPI, with full CI/CD integration and seamless compatibility across modern ML stacks.
grid-reducer
A repository for performing network reduction in distribution system power flow model.
machine-learning-responsible-python
Introduction to responsible machine learning with Python
nbbdd
BDD for Jupyter Notebooks. Hackday project at SSI Collaborations Workshop 2020. #CollabW2020
global-chem
A Knowledge Graph of Common Chemical Names to their Molecular Definition
figuratenum
Figuratenum is the most comprehensive Python library for figurate numbers, capable of generating up to 233 different sequences across various dimensions and generalizations. Based on the book ‘Figurate Numbers’ (2012) by Elena Deza and Michel Deza.
insect-detect
Detection models and Python scripts for automated insect monitoring with the Insect Detect DIY camera trap.
python_to_grbl
A simple open-source python 🐍 to grbl 🤖 sender || Controlling 3-axis GRBL/CNC/gcode machines with python over a serial/usb connection that waits for completion of movement before sending the next command
biofuel_brazil_plants
[EN] Brazilian biofuel plants / [PT-BR] Usinas de biocombustível brasileiras
comma
An agent-based microsimulation model to study mental health outcomes during covid-19 lockdowns
2024-03-26_ed-dash_ml-python
Machine Learning in Python, online workshop 26 - 29 Mar
many-types-4-py-dataset
ManyTypes4Py: A benchmark Python dataset for machine learning-based type inference
na-memd-and-memd
(Noise-Assisted) Multivariate Empirical Mode Decomposition (NA-MEMD/MEMD) Decomposition Algorithm in Python
cookiecutter-modern-pypackage
Cookiecutter 🍪 template for a modern Python package 🐍📦.
ua-opc-interface
This UA OPC Interface is a Python-based application that provides a versatile and user-friendly interface for controlling laboratory pumps via OPC UA protocol. This application is specifically tailored for such applications, allowing users to automate and monitor the operation of pumps with ease and accuracy.
edh_etl
This repository contains scripts for accessing, extracting and transforming epigraphic datasets from the Epigraphic Database Heidelberg (https://edh.ub.uni-heidelberg.de/) in a reproducible manner.
comparative-embedding-visualization
A Jupyter widget for comparing two embeddings with shared labels by their confusion, neighborhoods, and size.
