Stars
A complete exploratory data analysis and machine learning project on McDonald’s data (2021–2024) with forecasting and visual insights.
The Youth Smoking and Drug Analysis explores patterns in substance use among young people, identifying key risk factors and trends. It also includes machine learning insights to predict behavior an…
Introduction to Data Science Fall-22
Analysing crystal orientations and symmetry in Python
⭐ ⭐ Use ML to classify flows and packets as benign or malicious. ⭐ ⭐
The Python Spectroscopic Data Reduction Pipeline
Astropy package for source detection and photometry. Maintainer: @larrybradley
pure-Python HistFactory implementation with tensors and autodiff
Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)
A pythonic interface for radio astronomy interferometry data (uvfits, measurement sets, uvh5, others)
CPU/GPU agnostic gravitational-wave population inference
Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/
High-performance quantum systems simulation with JAX (GPU-accelerated & differentiable solvers).
Open-source IoT Gateway - integrates devices connected to legacy and third-party systems with ThingsBoard IoT Platform using Modbus, CAN bus, BACnet, BLE, OPC-UA, MQTT, ODBC and REST protocols.
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
Hardware accelerated, batchable and differentiable optimizers in JAX.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more