Python

Python ITSTEP Jakarta 2025

aGrUM is a C++ library designed for easily building applications using graphical models such as Bayesian networks, influence diagrams, decision trees, GAI networks or Markov decision processes.

Pyxel is a general detector simulation framework (https://esa.gitlab.io/pyxel). An easy-to-use framework that can simulate a variety of imaging detector effects combined on images (e.g. radiation and optical effects, noises) made by CCD or CMOS-based detectors.

Hybrid cloud-edge ML system for predictive rain control with automated retraining, monitoring, and Raspberry Pi hardware actuation.

General purposes Jupyter Notebooks (XalapaCode presentations and data, testing, prototypes).

This project develops a graph-based method to assess 3D point cloud and mesh quality, focusing on local structural fidelity for improved perceptual evaluation.

The Open Energy Tracker is an open data platform for monitoring and visualizing energy policy targets.

A comprehensive repository of 100+ Jupyter Notebooks covering linear algebra topics, including matrix decompositions, Gaussian elimination, eigenvalues, SVD, and interactive Python/Julia examples for teaching and learning.

Check out our YouTube channel https://www.youtube.com/playlist?list=PLBDUlnmEqyXD_llq6wETUqRkJGRiu8wFU for tutorials and walkthroughs of these notebooks.

A python tool box for GPUMD simulations

CVerify is a production-ready AI recruitment platform that analyses CVs through a 3-phase ML pipeline, recommends matching jobs from 20 000+ real job postings, and provides a full recruiter/candidate/admin web interface with an integrated AI chatbot.

Aston University DG1AID lab repository with AI and data science notes, Python notebooks, NumPy, Pandas, search algorithms and machine learning practice.

A GCP cloud-compatible pipeline that seamlessly integrates existing processes of AML Tuning, including preparation, ATL, BTL, and reporting, aiming to eliminate as many manual steps as possible.

Visor de normativas Bolivianas. Previsualización automática: https://abogacion-fb41ea.gitlab.io/ Sitio oficial: https://normas-bolivia.rmgs.com.bo/

A two-channel deconvolution method with Starlet regularization. The code also features a PSF reconstruction algorithm.

Experiments with Subliminal Learning

FELiCS - The linear flow solver.

Developed at the Institute for Fluid Dynamics and Technical Acoustics at TU Berlin, FELiCS is an open-source simulation code designed for researchers and engineers tackling complex flow problems. Its finite element discretisation of the linearised flow governing equations enables accurate modeling of intricate geometries and diverse physical scenarios — from combustion dynamics to aerodynamic instabilities and water turbine flows and many more.

Versatile. Open. Research-Driven

FELiCS breaks away from the limitations of traditional linear finite-difference solvers, offering a modular, general-purpose tool trusted in over 30 scientific publications.

Local-LLM pharmacovigilance platform — FAERS signal detection, MedDRA coding, ICSR drafting · k3s · RTX 5060 Ti