gradient-descent

#计算机科学#Gorgonia is a library that helps facilitate machine learning in Go.

Fast and Easy Infinite Neural Networks in Python

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

#计算机科学#Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine...

#计算机科学#A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

Image morphing without reference points by applying warp maps and optimizing over them.

#计算机科学#The simplest form of an artificial neural network explained and demonstrated.

#计算机科学#This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

A next-gen SQP & barrier solver for nonlinearly constrained optimization

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Implementing Multiple Layer Neural Network from Scratch

#计算机科学#A PyTorch implementation of Learning to learn by gradient descent by gradient descent

Implementation of basic ML algorithms from scratch in python...

#计算机科学#This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and sto...

深度学习常用优化方法详解

#计算机科学#Six snippets of code that made deep learning what it is today.

👩🏻‍⚕️Covid-19 estimation and forecast using statistical model; 新型冠状病毒肺炎统计模型预测 (Jan 2020)

#算法刷题#A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning

#计算机科学#Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz