kuchiki
neuronika
kuchiki | neuronika | |
---|---|---|
3 | 19 | |
466 | 1,033 | |
- | 1.3% | |
3.4 | 0.0 | |
over 1 year ago | over 1 year ago | |
Rust | Rust | |
MIT License | Apache License 2.0 |
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.
kuchiki
- RIP Soup
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What sort of mature, open-source libraries do you feel Rust should have but currently lacks?
Btw did you look at https://github.com/kuchiki-rs/kuchiki?
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Are there any rust libraries implementing a CSS-like language?
You could use https://lib.rs/crates/cssparser + https://lib.rs/crates/selectors - or, if you are willing to convert your tree to DOM just for querying, there are other libraries like https://lib.rs/crates/simplecss, https://lib.rs/crates/nipper, https://github.com/kuchiki-rs/kuchiki or https://github.com/khvzak/victoria-dom
neuronika
- This year I tried solving AoC using Rust, here are my impressions coming from Python!
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Deep Learning in Rust: Burn 0.4.0 released and plans for 2023
Also perhaps comparing to Neuronika.
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Making a better Tensorflow thanks to strong typing
how does it compare with https://github.com/spearow/juice, https://github.com/neuronika/neuronika and https://github.com/spearow/juice?
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[D] To what extent can Rust be used for Machine Learning?
Check where and how this struct is used. https://github.com/neuronika/neuronika/blob/variable-rework/neuronika-variable/src/history.rs
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What do I need for an ML/DL based scripting language in Rust?
Also you can take a look at neuronika.
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ML in Rust
There is also https://github.com/neuronika/neuronika
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Enzyme: Towards state-of-the-art AutoDiff in Rust
I have a question: as the maintainer of [neuronika](https://github.com/neuronika/neuronika), a crate that offers dynamic neural network and auto-differentiation with dynamic graphs, I'm looking at a future possible feature for such framework consisting in the possibility of compiling models, getting thus rid of the "dynamic" part, which is not always needed. This would speed the inference and training times quite a bit.
- Any role that Rust could have in the Data world (Big Data, Data Science, Machine learning, etc.)?
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What sort of mature, open-source libraries do you feel Rust should have but currently lacks?
If you like autograd you will love neuronika
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bhtsne 0.5.0, now 5.6x faster on a 4 core machine, plus a summary of my Rust journey (so far)
After reading most of the book, I wanted to get my hands dirty. My initial idea was to build a small machine learning framework but I deemed it to be too difficult if not impossible for me at the time. (Now, neuronika would have something to say). When gathering the bibliography for my thesis, I recalled to have stumbled upon a particular algorithm, t-SNE, whom I liked very much. I found the idea behind it to be very clever and elegant (t-SNE it's still one of my favorite algorithms, together with backprop and SOM, I find manifold learning fascinating in general). "So be it", I said, and I began writing a mess of a code, that was basically a translation of the C++ implementation. Boy was it bad.
What are some alternatives?
json-rust - JSON implementation in Rust
rust-ndarray - ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
differential-datalog - An in-memory incremental Datalog engine based on Differential Dataflow
clblast-rs - clblast bindings for rust
victoria-dom - HTML parser with CSS selectors written in Rust
autograph - Machine Learning Library for Rust
not-yet-awesome-rust - A curated list of Rust code and resources that do NOT exist yet, but would be beneficial to the Rust community.
are-we-learning-yet - How ready is Rust for Machine Learning?
rfcs - RFCs for changes to Rust
justrunmydebugger - just run my debugger. see package here: https://build.opensuse.org/package/show/home:ila.embsys:justrunmydebugger/justrunmydebugger
eww - ElKowars wacky widgets
tractjs - Run ONNX and TensorFlow inference in the browser.