qubo-nn
Classifying, auto-encoding and reverse-engineering QUBO matrices (by instance01)
quantum-nearest-classifier
Cirq implementation of Nearest Centroid Classification on a Trapped Ion Quantum Computer (Johri et al., 2020) (by qdevpsi3)
| qubo-nn | quantum-nearest-classifier | |
|---|---|---|
| 3 | 1 | |
| 40 | 4 | |
| - | - | |
| 0.0 | 4.1 | |
| over 2 years ago | about 3 years ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
qubo-nn
Posts with mentions or reviews of qubo-nn.
We have used some of these posts to build our list of alternatives
and similar projects.
- Reverse-Engineering QUBO Matrices
-
How do you handle imbalanced datasets?
Here is an example.
-
I accidentally tried to train 1 Quadrillion parameters - and a story of structural bias
In the course of that project (see here: https://github.com/instance01/qubo-nn) the second part turned out to be quite tough, likely due to the high dimensionality (4096 input size). In the post above I go through a mistake I made in which I assumed underfitting whereas in reality my data had structural bias (randomness that cannot be learnt by a neural network).
quantum-nearest-classifier
Posts with mentions or reviews of quantum-nearest-classifier.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing qubo-nn and quantum-nearest-classifier you can also consider the following projects:
Cirq - A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
quantum-arch-search - Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)
PyTorch-VAE - A Collection of Variational Autoencoders (VAE) in PyTorch.
QuTiP - QuTiP: Quantum Toolbox in Python
qsearch - A compiler for quantum computers based on A* and numerical optimization.