qvm
neanderthal
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qvm | neanderthal | |
---|---|---|
7 | 5 | |
407 | 1,042 | |
1.5% | 0.1% | |
4.0 | 7.0 | |
8 days ago | about 1 month ago | |
Common Lisp | Clojure | |
GNU General Public License v3.0 or later | Eclipse Public License 1.0 |
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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.
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...
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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].
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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.
neanderthal
- AI’s compute fragmentation: what matrix multiplication teaches us
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Having trouble setting up Neanderthal.
There is the official Hello World https://github.com/uncomplicate/neanderthal/tree/master/examples/hello-world
- Da li u Srbiji , generalno prostoru balkana , ima "Ozbiljnih" Open source kreatora?
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Anybody using Common Lisp or clojure for data science
Did you have any occasion to evaluate neanderthal during your research? People seem to prefer it over core.matrix because it focus on primitive speed and sticking to BLAS idioms (as well as offering a decent api for working with GPU backends via cuda and opencl). I am curious to see if you did and found anything lacking there. I have a project on the backburner to try and target neanderthal for local search stuff, expressing problems in a high-level API that can then be baked into some numerically-friendly representation for efficient execution. It's often easier (trivial) to express solution representations, neighborhood functions, and objectives/constraints in a general purpose language, of which none of the things we like (sparse data structures, dynamically allocated stuff) are amenable to the contiguous memory, primitive numeric model that the hardware wants.
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I want to quit my data analyst job and learn and become a Clojure developer
Do clojure as a side gig or in free time. Let day job pay the bills. If you can, maybe incorporate clojure into work job to solve small problems (https://github.com/clj-python/libpython-clj and https://github.com/scicloj/clojisr provide bridges to/from python and r). There is a lot of effort going into the data science side as well; the scicloj effort has resulted in a lot of growth over the last 2 years. tech.ml.dataset, tech.ml (now scicloj.ml). Dragan has a bunch of excellent stuff in neanderthal and deep diamond. There are also bindings to other jvm libraries from multiple languages.
What are some alternatives?
quilc - The optimizing Quil compiler.
dtype-next - A Clojure library designed to aid in the implementation of high performance algorithms and systems.
screenshotbot-oss - A Screenshot Testing service to tie with your existing Android, iOS and Web screenshot tests
libpython-clj - Python bindings for Clojure
weblog - a weblog
deep-diamond - A fast Clojure Tensor & Deep Learning library
CLPython - An implementation of Python in Common Lisp
numcl-benchmarks - benchmarks against numpy, julia
pyquil - A Python library for quantum programming using Quil.
magicl - Matrix Algebra proGrams In Common Lisp.
netfarm
rebel-readline - Terminal readline library for Clojure dialects