kamath-abhijith
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Statistics-for-Data-Science Public
Course material for an undergraduate course on statistics for data science
Jupyter Notebook UpdatedJan 16, 2024 -
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dsp-lab Public
Contains exercises for Digital Signal Processing
Jupyter Notebook UpdatedSep 17, 2021 -
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CS_Toolbox Public
Compressive sensing routines from E9 203 Compressive Sensing and Sparse Signal Processing (Spring 2020)
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Vehicle_Tracking Public
Vehicle detection and tracking for automated driving test.
Python UpdatedJun 18, 2021 -
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Nonlinear_Models Public
Nonlinear classification models - feedforward neural network, convolutional neural network, support vector machines.
Python UpdatedJun 14, 2021 -
Spectrum_Sensing Public
Spectrum Sensing for Cognitive Radio
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Wiener_Filter Public
Kalman and Wiener Filter for faulty sensor interpolation.
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Bayes_Classifier Public
Implementation of Bayes Classifier using MLE and GMM estimation using EM.
Python UpdatedApr 26, 2021 -
Optimisation_Tools Public
Assignments from E0 230 Computational Methods of Optimisation
Jupyter Notebook UpdatedApr 12, 2021 -
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TDOA_Localisation Public
TDOA Localisation using MLE and BLUE.
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PRML algorithms implemented in Python
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TFA_Toolbox Public
Time-Frequency analysis routines from E9 213 Time-Frequency Analysis (Spring 2020)
Python UpdatedJan 25, 2020 -
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Arduino-vPython Public
Taking data from arduino and processing it on vPython
Arduino UpdatedAug 1, 2016