https://github.com/mrhashemi/csums2022_pinns

Simple examples of physics-informed neural networks

inverse-problems pinns tensorflow2

Last synced: 20 Mar 2025

https://github.com/mrhashemi/optimizers

Python implemntation of Conjugate Gradient method and Adam, and Broyden–Fletcher–Goldfarb–Shanno (BFGS) optimizers from scratch.

adam-optimizer bfgs conjugate-gradient numpy optimizer scipy

Last synced: 20 Mar 2025

https://github.com/mrhashemi/datastructures_algorithms

Some basic cpp implementations of the data structures from scratch!

Last synced: 20 Mar 2025

https://github.com/mrhashemi/gaussian_process

A naive python implementation of the Gaussian Process from scratch.

Last synced: 20 Mar 2025

https://github.com/mrhashemi/neural_net_jax_optax_keras

A simple neural network is created using JAX with optax optimizer and a custom defined loss function.

jax keras neural-network optax

Last synced: 06 Mar 2025