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Pantelis-Classes's Projects

blahut_arimoto_algorithm icon blahut_arimoto_algorithm

Python implementation of Blahut-Arimoto algorithm for calculating the capacity of a communication channel.

blahutarimoto icon blahutarimoto

Python implementation of the Blahut-Arimoto algorithm to compute the Rate-Distortion of an i.i.d distribution

cowc icon cowc

Cars Overhead With Context related scripts described in Mundhenk et al. 2016 ECCV.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

multi-robot-exercise icon multi-robot-exercise

Python files from the JDE Robotics Amazon multi-robot exercise for access outside of the docker container.

nlpia icon nlpia

Examples and libraries for "Natural Language Processing in Action" book

prml icon prml

PRML algorithms implemented in Python

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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