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Mitchell Solomon's Projects

cds icon cds

Official code repository for "Co-Domain Symmetry for Complex-Valued Deep Learning"

cvnn icon cvnn

Complex-valued neural networks in PyTorch

docs icon docs

additional documents like presentations, posters and workshop material

gps2ew icon gps2ew

Python class that can be used to transmit info to an Earthworm System via AMQP

keras-complex icon keras-complex

Keras-Tensorflow implementation of complex-valued convolutional neural networks

mlalgorithms icon mlalgorithms

Minimal and clean examples of machine learning algorithms

multirocket icon multirocket

Multiple pooling operators and transformations for fast and effective time series classification

obspy icon obspy

ObsPy: A Python Toolbox for seismology/seismological observatories.

pgdl icon pgdl

physics-guided deep learning

python-ew icon python-ew

Python wrapper for accessing an Earthworm shared memory ring.

s-d-mamba icon s-d-mamba

Code for "Is Mamba Effective for Time Series Forecasting?"

sdp icon sdp

Semi-definite programming tutorial

sktime icon sktime

A unified framework for machine learning with time series

ssqueezepy icon ssqueezepy

Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

styles icon styles

Official repository for Citation Style Language (CSL) citation styles.

talos icon talos

Hyperparameter Optimization for Keras Models

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