Top 3 Jupyter Notebook gradient-descent Projects

neural-tangents

4 2,217 7.6 Jupyter Notebook

Fast and Easy Infinite Neural Networks in Python

Project mention: Any Deep ReLU Network Is Shallow | news.ycombinator.com | 2023-06-23

is used to capture the power of a fully-trained deep net of infinite width.
https://openreview.net/pdf?id=rkl4aESeUH, https://github.com/google/neural-tangents
> It has long been known that a single-layer fully-connected neural network with an i.i.d. prior over its parameters is equivalent to a Gaussian process (GP), in the limit of infinite network width.
https://arxiv.org/abs/1711.00165
And of course, one needs to look back at SVMs applying a kernel function and separating with a line, which looks a lot like an ANN with a single hidden layer followed by a linear mapping.
https://stats.stackexchange.com/questions/238635/kernel-meth...
Intro-to-Linear-Regression-and-Gradient-Descent

1 3 10.0 Jupyter Notebook

My summary for "Gradient Descent"
WorkOS

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The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
MLConceptsStudy

1 2 0.0 Jupyter Notebook

This repository contains implementation of some Machine Learning concepts

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-06-23.