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Krishna Prasad Subedi's Projects

docs icon docs

TensorFlow documentation

fdtd icon fdtd

Codes de simulation d'ondes électromagnétiques avec la méthode des différences finies en domaine temporel.

handson-ml icon handson-ml

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

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.

matlab-perfectly-matched-layer icon matlab-perfectly-matched-layer

Absorbing boundary conditions, not for solving Maxwell's Equations, but for a standard wave equation, e.g. for use with potentials.

medical-image-analysis icon medical-image-analysis

Detection and segmentation of the Left Ventricle in Cardiac MRI using Deep Learning and Deformable models

ml-projects icon ml-projects

Machine Learning Projects 🙍‍♂️, code and data sets for different kind of problems 🔥.

numpy icon numpy

:octocat: Numpy for handling n-dim array, algebraic operation, plotting, statistics, and NumPy array functions :rocket:

numpy-1 icon numpy-1

The fundamental package for scientific computing with Python.

optimization icon optimization

:book: Theory and Models in Optimization (e.g., finding the minimum of a function, finding roots, global and local minimum)

pandas icon pandas

:octocat: Pandas for Data frame, indexing, lambda functions, and Data visualization :rocket:

ptam icon ptam

Collection of Particle Therapy Analytical Models

python-fundamentals icon python-fundamentals

:octocat: Python Basics with fundamental datastructure, loops, functions and class, input/output, plotting

python-is-easy icon python-is-easy

Code snippets and challenges for the "Python Is Easy" course, available at Pirple.com

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