Numerical Analysis code from the Oscar Veliz YouTube Channel

It is a blueprint to data science from the mathematics to algorithms. It is not completed.

Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX

Numerical analysis methods implemented in Python.

A collection of Python programs that helps in Numerical Analysis.

Implementation of well-known numerical methods.

Utilizing root-finding methods such as Bisection Method, Fixed-Point Method, Secant Method, and Newton's Method to solve for the roots of functions

Python implementations of core numerical methods covered in the CSE-2106 course, with detailed explanations, worked examples, and iteration-by-iteration output for each algorithm.

If you find any errors in the work of algorithms, you can fix them by creating a pull request

A python program that uses diverse numerical analysis methods to find roots of mathematical functions.

Grid-based ride-pooling order clustering simulation (C++).

Hybrid Approach to Sparse Group Fused Lasso

Fixed-point iteration for finding the fixed point of a univariate, scalar-valued function.

Implementations of various Algorithms used in Numerical Analysis, from root-finding up to gradient descent and numerically solving PDEs.

A repository containing implementations of various numerical methods written in Python

Collection of methods for numerical analysis and scientific computing, including numerical root-finders, numerical integration, linear algebra, and data visualization. Created for APPM4600 at CU Boulder.

Implementation of fixed point iteration method

NUMERICAL METHODS solutions

Solving linear system with the fixed point iteration method, written in MPI C++

Bit-exact, cross-hardware deterministic matrix multiplication using Q16.16 fixed-point arithmetic and SHA-256 verification. Provides identical AI inference results across NVIDIA GPUs, CPUs, and OSs. Essential for ZK-ML, Fintech, and AI Safety. Includes a PyTorch drop-in replacement, API and GPT-2 demo.