weinerbosemodularvolterra
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.1%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: sayannag
- License: mit
- Language: Python
- Default Branch: main
- Size: 17.6 KB
Statistics
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
WeinerBoseModularVolterra
Python implementation of LYSIS Matlab package (https://bmsr.usc.edu/software/lysis/lysis-7-2-matlab/)
If you use this reporsitory please cite as:
APA format:
Nag, S. (2022). WeinerBoseModularVolterra (Version 1.0.0) [Computer software]. https://github.com/sayannag/WeinerBoseModularVolterra
Bibtex:
@software{Nag_WeinerBoseModularVolterra_2022,
author = {Nag, Sayan},
month = {3},
title = {{WeinerBoseModularVolterra}},
url = {https://github.com/sayannag/WeinerBoseModularVolterra},
version = {1.0.0},
year = {2022}
}
Usage (on Colab):
``` !git clone https://github.com/sayannag/WeinerBoseModularVolterra.git
%cd /content/WeinerBoseModularVolterra
import numpy as np
from math import log
import matplotlib.pyplot as plt
from wbmvutils import *
WB = WeinerBose(isPlot=True) MV = ModularVolterra(isPlot=True)
N = 1024
x = np.random.rand(N,1)
DLF = WB.functiongeneratelaguerre(0.5, 3, 40) h = -0.5 * DLF[:,0] + 1 * DLF[:,1] - 1.5 * DLF[:,2]
v = np.convolve(x.flatten(), h) y = v[0:N] + v[0:N]**2
alpha = 0.5
L = 3 Q = 2 Nfig = 1
Cest, Kest, Pred, NMSE = WB.LET_1(x, y, alpha, L, Q, Nfig)
Npdms, PDMs, ANFs, Pred, NMSE = MV.PDM1(x, y, alpha, L, Nfig, Npdmsinput=5) ```
Owner
- Name: Sayan Nag
- Login: sayannag
- Kind: user
- Repositories: 3
- Profile: https://github.com/sayannag
Citation (CITATION.cff)
cff-version: 1.2.0 message: "If you use this software, please cite it as below." authors: - family-names: "Nag" given-names: "Sayan" title: "WeinerBoseModularVolterra" version: 1.0.0 date-released: 2022-03-28 url: "https://github.com/sayannag/WeinerBoseModularVolterra"