Genann
ZLib
Genann | ZLib | |
---|---|---|
7 | 49 | |
1,905 | 5,293 | |
- | - | |
0.0 | 8.8 | |
8 months ago | 8 days ago | |
C | C | |
zlib License | GNU General Public License v3.0 or later |
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Genann
- Simple neural network library in ANSI C
- Genann: Simple neural network library in ANSI C
- Machine learning Library in C?
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Ask HN: What ML platform are you using?
> I am very much a beginner in the space of machine learning
While the (precious and useful) advice around seem to cover mostly the bigger infrastructures, please note that
you can effectively do an important slice of machine learning work (study, personal research) with just a battery-efficiency-level CPU (not GPU), in the order of minutes, on a battery. That comes before going to "Big Data".
And there are lightweight tools: I am current enamoured with Genann («minimal, well-tested open-source library implementing feedfordward artificial neural networks (ANN) in C»), a single C file of 400 lines compiling to a 40kb object, yet well sufficient to solve a number of the problems you may meet.
https://codeplea.com/genann // https://github.com/codeplea/genann
After all, is it a good idea to have tools that automate process optimization while you are learning the deal? Only partially. You should build - in general and even metaphorically - the legitimacy of your Python ops on a good C ground.
And: note that you can also build ANNs in R (and other math or stats environments). If needed or comfortable...
Also note - reminder - that the MIT lessons of Prof. Patrick Winston for the Artificial Intelligence course (classical AI with a few lessons on ANNs) are freely available. That covers the grounds relative to climb into the newer techniques.
- Small tensor library in C99
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C Deep
Genann - Simple ANN in C89, without additional dependencies. Zlib
ZLib
- Zlib 1.3.1 Out
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Vulnerability found after scanning debian 12 bookworm VM
A fix has been checked into the upstream git repo: https://github.com/madler/zlib/pull/843 but a release has not yet been made including it.
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ZLib VS jdeflate - a user suggested alternative
2 projects | 25 Nov 2023
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CVE-2023-4863: Heap buffer overflow in WebP (Chrome)
So the real issue here is that the lack of tree validation before the tree construction, I believe. I'm surprised that this check was not yet implemented (I actually checked libwebp to make sure that I was missing one). Given this blind spot, an automated test based on the domain knowledge is likely useless to catch this bug.
[1] https://github.com/madler/zlib/blob/master/examples/enough.c
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Notes: Advanced Node.js Concepts by Stephen Grider
In the source code of the Node.js opensource project, lib folder contains JavaScript code, mostly wrappers over C++ and function definitions. On the contrary, src folder contains C++ implementations of the functions, which pulls dependencies from the V8 project, the libuv project, the zlib project, the llhttp project, and many more - which are all placed at the deps folder.
- Zlib 1.3 · madler/zlib 09155ea
- Zlib 1.3 – A Spiffy yet Delicately Unobtrusive Compression Library
- Exploring the Internals of Linux v0.01
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Dear Pirates Donate as much as you can
Seeing the text in red got me thinking for a moment, "wow, didn't realize pirates had such love for an open-source compression library"
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Updated packages: do Arch devs update/build the original source as is or...
cd "${srcdir}/zlib-$pkgver/contrib/minizip" make install DESTDIR="${pkgdir}" install -D -m644 "${srcdir}/zlib-$pkgver/LICENSE" "${pkgdir}/usr/share/licenses/minizip/LICENSE" # https://github.com/madler/zlib/pull/229 rm "${pkgdir}/usr/include/minizip/crypt.h"
What are some alternatives?
tiny-cnn - header only, dependency-free deep learning framework in C++14
zstd - Zstandard - Fast real-time compression algorithm
Recast/Detour - Industry-standard navigation-mesh toolset for games
LZ4 - Extremely Fast Compression algorithm
frugally-deep - Header-only library for using Keras (TensorFlow) models in C++.
Snappy - A fast compressor/decompressor
tensorflow - An Open Source Machine Learning Framework for Everyone
LZMA - (Unofficial) Git mirror of LZMA SDK releases
ANNetGPGPU - A GPU (CUDA) based Artificial Neural Network library
Onion - C library to create simple HTTP servers and Web Applications.
BayesOpt - BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.
Minizip-ng - Fork of the popular zip manipulation library found in the zlib distribution.