numcl-benchmarks
qvm
numcl-benchmarks | qvm | |
---|---|---|
1 | 7 | |
4 | 408 | |
- | 0.7% | |
0.0 | 4.0 | |
almost 4 years ago | 21 days ago | |
Python | Common Lisp | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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numcl-benchmarks
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Anybody using Common Lisp or clojure for data science
For example, numcl aims to be a clone of numpy. The published benchmarks are not impressive. My aim is not to second guess the author or belittle his project and effort.
qvm
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I am planning my master's thesis to be about quantum computing and Lisp. Which books do you recommand on the subject ?
Quil's semantics are based off of an idea called the "quantum abstract machine". A piece of software which emulates the quantum abstract machine is called the Quantum Virtual Machine or QVM. It's open source and available here.
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Lisp For Quantum Simulation?
More interestingly, the QVM repository includes a program called the dqvm which is the QVM but able to be run on an MPI cluster. This doesn't use any advanced state representation (such as matrix product states) and instead just very cleverly arranges for huge wavefunctions to be distributed across a cluster of arbitrary size and worked on in parallel.
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The one-more-re-nightmare compiler – A fast regex compiler in Common Lisp
and/or in-line assembly code, and still can't optimize specific matrix shapes and structures, or do algebraic simplifications to eliminate work altogether.
The regex library FTA is a great, and clean, example of a long standing practice of compiling regexen, except it doesn't use any fancy VMs or any fancy JITs, just "when you see this regex, automatically turn it into this Common Lisp code, and let the Lisp compiler handle the rest."
[0a] https://github.com/quil-lang/qvm
[0b] COMPILE-OPERATOR: https://github.com/quil-lang/qvm/blob/master/src/compile-gat...
[1] https://www.gnu.org/software/libjit/
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How do you use Lisp at work?
quantum computer simulator
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Anybody using Common Lisp or clojure for data science
Yes, simulator, compiler, paper is some of it.
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A compact quantum-computer that fits in 19-inch server racks
You can also do this with purely free and open source software like [0].
[0] https://github.com/quil-lang/qvm
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Berkeley Lab Debuts Perlmutter, World’s Fastest AI Supercomputer
I wish I could try running the DQVM, the distributed quantum simulator written in Common Lisp [0], on this thing.
[0] https://github.com/quil-lang/qvm/tree/master/dqvm
What are some alternatives?
neanderthal - Fast Clojure Matrix Library
screenshotbot-oss - A Screenshot Testing service to tie with your existing Android, iOS and Web screenshot tests
vellum - Data Frames for Common Lisp
vellum-plot
quilc - The optimizing Quil compiler.
CLPython - An implementation of Python in Common Lisp
weblog - a weblog
statistical-learning - Statistical learning models for the Common Lisp
pyquil - A Python library for quantum programming using Quil.
dtype-next - A Clojure library designed to aid in the implementation of high performance algorithms and systems.