Adaptive control for skid-steer robots using GP-enhanced MPPI for robust navigation and obstacle avoidance on diverse terrains.

A simplistic and efficient pure-python neural network library from Phys Whiz.

A Python library for efficient feature ranking and selection on sparse data sets.

This is a tutorial about Numba-CUDA

A small sample of a volumetric Lagrangian Coherent Structure code for GPUs and CPUs leveraging Numba.

Materials for ARC's cluster club session on accelerating scientific python codes

A simple problem to compare execution speed between Numba and C++

Python project which is used single thread, multi thread with Numba jit compiler.

A 3D procedurally generated maze game, based off of 2D ray casts. Built in python using limited libraries.

This repository contains an advanced tutorial on optimizing Python code for machine learning applications, focusing on processing large amounts of data efficiently. It covers three powerful libraries: Numba, NumPy, and Polars.

Plasma Particle Dynamics (PPDyn), a python code to simulate plasma particles using Molecular Dynamics Algorithm. Numba JIT compiler for Python has been implemented for faster performance. Detailed documentation can be found at https://ppdyn.readthedocs.io/.

A 2D Fractal Generator

Modern Portfolio Theory (MPT) and Monte Carlo simulations to optimize and backtest a portfolio of various financial assets

Single neuronal models encoded in python language numba speed up. Note model waveforms are returned in Neo Format and model currents and voltages are represented with quantities units.

Magnetic field visualization for ideal transmission line using Python.

This is the code for my Internal Assessment in IB Math AA HL.

This repository contains a Python script that performs portfolio risk analysis on selected assets using Value at Risk (VaR) and Expected Shortfall (ES) measures. The script uses Numba to optimize the risk calculations, downloads historical data from Yahoo Finance with yfinance, and visualizes the portfolio's return distribution