gradient-descent topic
optim
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
Deep-Learning-From-Scratch
Six snippets of code that made deep learning what it is today.
neural-tangents
Fast and Easy Infinite Neural Networks in Python
kotlingrad
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
gorgonia
Gorgonia is a library that helps facilitate machine learning in Go.
RayTracer.jl
Differentiable RayTracing in Julia
thesemicolon
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Deep-Learning-Coursera
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
DiffMorph
Image morphing without reference points by applying warp maps and optimizing over them.
ai-simplest-network
The simplest form of an artificial neural network explained and demonstrated.