mxnet
libpython-clj
| mxnet | libpython-clj | |
|---|---|---|
| 4 | 26 | |
| 20,644 | 1,043 | |
| - | 1.3% | |
| 4.1 | 5.2 | |
| 7 months ago | 10 days ago | |
| C++ | Clojure | |
| Apache License 2.0 | Eclipse Public 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.
mxnet
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List of AI-Models
Click to Learn more...
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Introduction to deep learning hardware in the cloud
Build – Choose a machine learning framework (such as TensorFlow, PyTorch, Apache MXNet, etc.)
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just released my Clojure AI book
Clojure and Python also have bindings to the Apache MXNet library. Is there a reason why you didn't use them in some of your projects?
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Can Apple's M1 help you train models faster and cheaper than Nvidia's V100?
> But you still lose something, e.g. if you use half precision on V100 you get virtually double speed, if you do on a 1080 / 2080 you get... nothing because it's not supported.
That's not true. FP16 is supported and can be fast on 2080, although some frameworks fail to see the speed-up. I filed a bug report about this a year ago: https://github.com/apache/incubator-mxnet/issues/17665
What consumer GPUs lack is ECC and fast FP64.
libpython-clj
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Pyffi – Use Python from Racket
It’s also worth noting that Clojure has libpython-clj (https://github.com/clj-python/libpython-clj) which offers an interface with Python from another lisp. Here are some advanced ML and dataviz examples using that lib: https://github.com/gigasquid/libpython-clj-examples.
- A Python-compatible statically typed language erg-lang/erg
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Clojure Scripting on Node.js
Basically, you take a programming language and make it work on a platform that meant to be programmed using a different PL. Clojure is hosted by design - it's not Java, but can be used to program for JVM. It ain't Javascript, but can be used to target nodejs and browser; not an [official] CLR language, but you can write .Net programs. You can use Clojure to make Flutter apps with ClojureDart. You can integrate Python into Clojure with libpython-clj. Or write Clojure to target Erlang/OTP; or Rust; or R; There's even a clojure-like language for Lua - Fennel.
There's something about Clojure people like so much, they want it to work atop any platform.
https://github.com/Tensegritics/ClojureDart
https://github.com/clj-python/libpython-clj
https://github.com/clojerl/clojerl
https://github.com/clojure-rs/ClojureRS
https://github.com/scicloj/clojisr
https://fennel-lang.org
- Why Clojure is not widely adopted like mainstream languages?
- Clj-Python: Python bindings for Clojure
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Why is there no Clojure to Python Compiler / Transpiler?
There's this project that's used a lot for taking advantage of Pythons ecosystem through Clojure JVM. https://github.com/clj-python/libpython-clj
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(define (uwu) (display "nya~\n"))
Ahh, makes sense. Well, if you ever wanna steal some of python's thunder, libpython-clj worked great for me lol. Supposedly py4cl fills a similar role in Common Lisp.
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Notebooks suck: change my mind
High quality interop with any python library via libpython-clj including, but not limited to, keras, numpy, matplotlib, and pandas. This includes zero copy paths from many of those.
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Java Bindings for Libpython-clj
libpython-clj now has Java bindings...go tell all your Java friends!
- Best Lisp dialect?
What are some alternatives?
Caffe - Caffe: a fast open framework for deep learning.
hissp - It's Python with a Lissp.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
spark-nlp - State of the Art Natural Language Processing
Caffe2
clerk - ⚡️ Moldable Live Programming for Clojure
mlpack - mlpack: a fast, header-only C++ machine learning library
py4cl - Call python from Common Lisp
Porcupine - On-device wake word detection powered by deep learning
tablecloth - Dataset manipulation library built on the top of tech.ml.dataset
Theano - Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor
sklearn-clj - Plugin to use sklearn models in metamorph.ml