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SmallPebble Alternatives
Similar projects and alternatives to SmallPebble
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micrograd
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
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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.
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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.
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memoized_coduals
Shows that it is possible to implement reverse mode autodiff using a variation on the dual numbers called the codual numbers
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AD-Rosetta-Stone
Examples of Automatic Differentiation (AD) in many different languages and systems
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better SmallPebble alternative or higher similarity.
SmallPebble reviews and mentions
Posts with mentions or reviews of SmallPebble.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-08-24.
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Fastest Autograd in the West
You can implement autograd as a library. Just take a look at this
https://github.com/sradc/SmallPebble
The first line of the description is:
> SmallPebble is a minimal automatic differentiation and deep learning library written from scratch in Python, using NumPy/CuPy. -
Compiling ML models to C for fun
Thanks for this. My approach to speeding up an autodiff system like this was to write it in terms of nd-arrays rather than scalars, using numpy/cupy [1]. But it's still slower than deep learning frameworks that compile / fuse operations. Wondering how it compares to the approach in this post. (Might try to benchmark at some point.)
- Understanding Automatic Differentiation in 30 lines of Python
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[P] SmallPebble - minimal(/toy) deep learning framework written from scratch in Python, using NumPy/CuPy. <700 loc.
Located here: https://github.com/sradc/SmallPebble
- Show HN: I wrote a minimal(/toy) deep learning library from scratch in Python
- SmallPebble – Minimal automatic differentiation implementation in Python, NumPy
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A note from our sponsor - InfluxDB
www.influxdata.com | 18 Apr 2024
Stats
Basic SmallPebble repo stats
6
112
0.0
over 1 year ago
sradc/SmallPebble is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of SmallPebble is Python.
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