Signal Processing Toolkit - Documentation!¶
- Authors
Nikesh Bajaj, Jesús Requena Carrión
- Version
0.0.9.4 | 01/01/2022
- Home
Homepage spkit - https://spkit.github.io¶
New Guide: - https://spkit.github.io/guide/¶
– Under preperation
Getting started¶
Information Theory¶
Dispersion Entropy (time-series, physiological signals)¶
EEG Artifact Removal Algorithms¶
- ATAR - Automatic and Tunable Artifact Removal Algorithm for EEG
- Blind Source Seperation - ICA Based Artifact Removal
Complex Continuous Wavelet Transform¶
Ramanujan Filter Banks for Period Estimation¶
Analysis and Sythesis Models¶
DFT and STFT for Analysis and Sythesis of signals¶
#TODO
Franctional Fourier Transform¶
Filtering¶
Wavelet Filtering¶
Independent Component Analysis¶
EEG Topographic Maps (Spatio-Temporal/Spectral)¶
Machine Learning¶
Basic-utilities¶
LFSR¶
API DOc¶
- API docs
- Entropy Functions
- Information Theory Module
- Information Theory techniques
A_law()
Mu_law()
Quantize()
TD_Embed()
binSize_FD()
bin_width()
entropy()
entropy_approx()
entropy_cond()
entropy_cross()
entropy_joint()
entropy_kld()
entropy_permutation()
entropy_sample()
entropy_spectral()
entropy_svd()
mutual_Info()
plotJointEntropyXY()
quantize_FD()
- Wavelet Analysis
- Analysis & Synthesis Models
dft_analysis()
dft_synthesis()
stft_analysis()
stft_synthesis()
sineModel_analysis()
sineModel_synthesis()
frft()
ifrft()
ffrft()
iffrft()
RFB()
RFB_prange()
Create_Dictionary()
PeriodStrength()
RFB_example_1()
RFB_example_2()
filterDC()
filterDC_sGolay()
filter_X()
ATAR()
ATAR_1Ch()
ATAR_mCh()
ICA_filtering()
ICAremoveArtifact()
LR()
LogisticRegression()
NaiveBayes()
ClassificationTree()
RegressionTree()
- List of all functions