tequila
quantumcat
tequila | quantumcat | |
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7 | 1 | |
344 | 22 | |
1.2% | - | |
7.7 | 0.0 | |
6 days ago | 4 months ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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tequila
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CUDA Quantum
Which of the Quantum circuit simulator back ends supported by tequila are accelerateable with CUDA quantum?
src/tequila/simulators: https://github.com/tequilahub/tequila/tree/master/src/tequil...
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New neural network architecture inspired by neural system of a worm
> Once you stop caring about the brain and neurons and you find out that almost every cell in the body has gap junctions and voltage-gated ion channels which for all intents and purposes implement boolean logic and act as transistors for cell-to-cell communication, biology appears less as something which has been overcome and more something towards which we must strive with our primitive technologies: for instance, we can only dream of designing rotary engines as small, powerful, and resilient as the ATP synthase protein [2].
But what of wave function(s); and quantum chemistry at the cellular level? https://github.com/tequilahub/tequila#quantumchemistry
Is emergent cognition more complex than boolean entropy, and are quantum primitives necessary to emulate apparently consistently emergent human cognition for whatever it's worth?
[Church-Turing-Deutsch, Deutsch's Constructor theory]
Is ATP the product of evolutionary algorithms like mutation and selection? Heat/Entropy/Pressure, Titration/Vibration/Oscillation, Time
From the article:
> The next step, Lechner said, “is to figure out how many, or how few, neurons we actually need to perform a given task.”
Notes regarding Representational drift* and remarkable resilience to noise in BNNs) from "The Fundamental Thermodynamic Cost of Communication: https://news.ycombinator.com/item?id=34770235
It's never just one neuron.
And furthermore, FWIU, human brains are not directed graphs of literally only binary relations.
In a human brain,
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Common Lisp Names All Sixteen Possible Binary Logic Gates
https://github.com/tequilahub/tequila/blob/master/src/tequil...
Pauli matrices > Quantum information: https://en.wikipedia.org/wiki/Pauli_matrices#Quantum_informa...
From Quantum_information#Quantum_information_processing https://en.wikipedia.org/wiki/Quantum_information#Quantum_in... :
> The state of a qubit contains all of its information. This state is frequently expressed as a vector on the Bloch sphere. This state can be changed by applying linear transformations or quantum gates to them. These unitary transformations are described as rotations on the Bloch Sphere. While classical gates correspond to the familiar operations of Boolean logic, quantum gates are physical unitary operators.
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Quantum Algorithm Implementations for Beginners
> Tequila is an Extensible Quantum Information and Learning Architecture where the main goal is to simplify and accelerate implementation of new ideas for quantum algorithms. It operates on abstract data structures allowing the formulation, combination, automatic differentiation and optimization of generalized objectives. Tequila can execute the underlying quantum expectation values on state of the art simulators as well as on real quantum devices.
https://github.com/tequilahub/tequila#quantum-backends
Quantum Backends currently supported by tequilahub/tequila: Qulacs, Qibo, Qiskit, Cirq, PyQuil, QLM, myQLM)
tequila-tutorials/Quantum_Calculator.ipynb https://github.com/tequilahub/tequila-tutorials/blob/main/Qu... :
> Welcome to the Tequila Calculator Tutorial. In this tutorial, you will learn how to create a quantum circuit that simulates addition using Tequila. We also compare the performance of various backends that Tequila uses.
- Compostable fungi-based replacement for styrofoam
- Deep Learning Poised to ‘Blow Up’ Famed Fluid Equations
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quantumcat - Need feedback
a) have you heard of tequila? seems pretty similar
quantumcat
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quantumcat - Need feedback
For the past few months, We have been working on a cross-platform open-source high-level quantum computing library - quantumcat We would love to hear from the quantum computing community regarding what they think about it? We have also exposed quantum APIs (quantum as a service). More info on quantumcat.io
What are some alternatives?
CfC - Closed-form Continuous-time Neural Networks
artiq - A leading-edge control system for quantum information experiments
beso - BioElectric Simulation Orchestrator
QuTiP - QuTiP: Quantum Toolbox in Python
qiskit - Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
blqs - Python building blocks for quantum computing and domain specific languages.
openqaoa - Multi-backend SDK for quantum optimisation
Cirq - A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
qsearch - A compiler for quantum computers based on A* and numerical optimization.