Top 3 deep-network Open-Source Projects

awesome-deep-learning

2 22,857 0.0

A curated list of awesome Deep Learning tutorials, projects and communities.

Project mention: Good coding groups for black women? | news.ycombinator.com | 2024-01-13

- https://github.com/ChristosChristofidis/awesome-deep-learnin...
I'll make another comment if I find anymore in my bookmarks. I'm also an educator.

neural-tangents

4 2,221 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...

InfluxDB

www.influxdata.com featured

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.
timm-vis

1 39 0.0 Jupyter Notebook

Visualizer for PyTorch image models

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).