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Natnael Alemu's Projects

mathematics-for-machine-learning icon mathematics-for-machine-learning

This repository contains the code for all the programming tasks of the Mathematics for Machine Learning courses taught at Coursera by Imperial College London

ml-notebooks icon ml-notebooks

:fire: A series of code examples for all sorts of machine learning tasks and applications.

openqasm icon openqasm

Quantum assembly language for extended quantum circuits

openrefine icon openrefine

OpenRefine is a free, open source power tool for working with messy data and improving it

optimization-techniques icon optimization-techniques

There are many optimization algorithms described in the book "Optimization of Engineering Design: Algorithms and Examples" by Prof. Kalyanmoy Deb. I will try to write each of those algorithms in programming languages like MATLAB, Python etc. Please let me if you find any bug.

pbdl-book icon pbdl-book

Welcome to the Physics-based Deep Learning Book (v0.1)

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

prml icon prml

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

py-wsi icon py-wsi

Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch sampling and storing using OpenSlide. Patches may be stored in LMDB, HDF5 files, or to disk. It is highly recommended to fork and download this repository so that personal customisations can be made for your work.

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python icon python

All Algorithms implemented in Python

qiskit-textbook icon qiskit-textbook

A university quantum algorithms/computation course supplement based on Qiskit

quantum icon quantum

Microsoft Quantum Development Kit Samples

quantum-computing-collection-of-resources icon quantum-computing-collection-of-resources

A Well Maintained Repository On Quantum Computing Resources [Code+Theory] Updated Regularly During My Time At IBM, Qubit x Qubit And The Coding School's Introduction To Quantum Computing Course '21

river icon river

🌊 Online machine learning in Python

vedo icon vedo

A python module for scientific analysis of 3D objects based on VTK and Numpy

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