emlearn
kondo
emlearn | kondo | |
---|---|---|
5 | 21 | |
378 | 1,626 | |
4.8% | - | |
9.2 | 6.9 | |
27 days ago | about 13 hours ago | |
Python | Rust | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
emlearn
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EleutherAI announces it has become a non-profit
> My big gripe, and for obvious reasons, is that we need to step away from cloud-based inference, and it doesn't seem like anyone's working on that.
I think there are steps being taken in this direction (check out [1] and [2] for interesting lightweight transpile / ad-hoc training projects) but there is a lack of centralized community for these constrained problems.
[1] https://github.com/emlearn/emlearn
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Simple and embedded friendly C code for Machine Learning inference algorithms
Examples: Gaussian Mixture Models (GMM) for anomaly detection or clustering Mahalanobis distance (EllipticEnvelope) for anomaly detection Decision trees and tree ensembles (Random Forest, ExtraTrees) Feed-forward Neural Networks (Multilayer Perceptron, MLP) for classification Gaussian Naive Bayes for classification
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[D] Drop your best open source Deep learning related Project
https://github.com/emlearn/emlearn is a ML inference engine for microcontrollers and embedded systems, allowing to deploy models to any platform with a C99 compiler. Has also been used for network traffic analysis as a Linux kernel module, and embedded in Android apps.
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Regression with the C64
The C64 has 64 kB of RAM. That is more than many contemporary microcontrollers. Using something like https://github.com/emlearn/emlearn allows to generate portable C code of ML models for such targets. Should be able to classify digits (MNIST) no problem on such hardware. Assuming there is a workable C compiler available.
Disclosure: Maintainer of emlearn project.
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Ask HN: What are some tools / libraries you built yourself?
I built emlearn, a Machine Learning inference engine for microcontrollers and embedded systems. It allows converting traditional ML models to simple and portable C99, following best practices in embedded software (no dynamic allocations etc). https://github.com/emlearn/emlearn
kondo
- Show HN: Kondo, OSS drive cleaner for devs
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Target file are very huge and running out of storage on mac.
You can use cargo sweep or kondo to clean up unused files.
- Cleans dependencies and build artifacts from your projects
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It's been 84 years
I like to use kondo for that
- The Icculus Microgrant is giving out 250 dollar grants to open source projects, please brag about your project(s) in this thread so I can see them!
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./target
Blast em https://github.com/tbillington/kondo
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Small target folder cleanup utility
Sorry for spoiling your fun, but did you give kondo a try?
- Cargo Clean All - A cargo plugin to clean all your projects at once with filters
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Announcing cargo-cleanall
This is cool :) I'll have to poke around how you did Async, I've been dragging my feet on implementing it in kondo.
- Kondo v0.3 relessed, now with GUI Ž!
What are some alternatives?
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njk - Render nunjucks templates with markdown and front-matter
sklearn-project-template - Machine learning template for projects based on sklearn library.
wayland-explorer - Easily browse and read Wayland protocols documentation
experta - Expert Systems for Python
xsv - A fast CSV command line toolkit written in Rust.