SaaSHub helps you find the best software and product alternatives Learn more →
Neural-tangents Alternatives
Similar projects and alternatives to neural-tangents
-
-
-
WorkOS
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.
-
eigenlearning
codebase for "A Theory of the Inductive Bias and Generalization of Kernel Regression and Wide Neural Networks"
-
-
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better neural-tangents alternative or higher similarity.
neural-tangents reviews and mentions
Posts with mentions or reviews of neural-tangents.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-15.
-
Any Deep ReLU Network Is Shallow
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...
-
[R] Training Machine Learning Models More Efficiently with Dataset Distillation
Code for https://arxiv.org/abs/2011.00050 found: https://github.com/google/neural-tangents
-
[D] Relationship Between Kernels, Neural Networks and Gaussian Process
I saw that you asked about neural tangent kernels (NTK) in another post yesterday -- be aware that what you're referencing in the present post are "neural network gaussian processes" (NNGP), which is distinct from NTK! The README of https://github.com/google/neural-tangents should help lift confusion. (I also took the term NNGP from there.)
-
[D] neural tangent kernel
It's true! There have been dozens of papers published on this topic, some of which are listed here: https://github.com/google/neural-tangents#references
-
A note from our sponsor - SaaSHub
www.saashub.com | 26 Apr 2024
Stats
Basic neural-tangents repo stats
4
2,219
7.6
about 2 months ago
google/neural-tangents is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of neural-tangents is Jupyter Notebook.
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com