Top 4 Python quantum-machine-learning Projects

pennylane

2 2,113 9.8 Python

PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

Project mention: Library for Machine learning and quantum computing | dev.to | 2024-04-27

Pennylane

covalent

4 689 8.9 Python

Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments. (by AgnostiqHQ)

Project mention: Remote execution of code | /r/Python | 2023-12-05

Pretty interesting request, if SSH is not used, i would try using something like dask which uses tcp to connect and execute assuming your workers are in another machine.I also think something like covalent can be used to extend your own custom plugin in their ecosystem to connect how you want. We have a very custom private plugin written on top of covalent's to have a custom protocol to connect our central on-prem GPU machines to our local laptops that is rpc based, mostly for high performance as well as some mandate security from where the GPU machines are. Once done it is pretty much something like

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
qubo-nn

3 40 0.0 Python

Classifying, auto-encoding and reverse-engineering QUBO matrices
quantum-nearest-classifier

1 4 4.1 Python

Cirq implementation of Nearest Centroid Classiﬁcation on a Trapped Ion Quantum Computer (Johri et al., 2020)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).