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.

A customized sparse solver wrapper with Numba compatibility

Building upon original repo, trying to implement encoder-decoder transformer using CUDA

This is a tutorial about Numba-CUDA

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

Simulation of plant growth in 2D. Accelerated with Numba

A near-zero overhead AVL Tree for Python that bypasses object-heavy limits using JIT compilation and manual memory management.

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

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

A 2D Fractal Generator

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

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/.

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.

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

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

This project implements a CNN from scratch using NumPy and Numba to recognize hand signs representing digits (0-9) from the Sing Language MNIST dataset.

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

Parallelized direct N-body code in Python + Numba to simulate galaxy mergers with ~2×10⁵ particles