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100-days-of-ml-code

100 Days of ML Coding

30-days-of-python

30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

akkijangid.github.io

amazing-python-scripts

🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

bcs

Bayesian Compressive Sensing and Multi-task Compressive Sensing

datascience_interactive_python

Python interactive dashboards for learning data science

era-software

Software developed for ERA Group (TUM)

first-order-reliability-methods-matlab

gaussian-random-fields

Matlab script to generate non-isotropic gaussian random fields with Matern covariance parametrization. The covariance matrix is factorised using circulant embedding.

geostats-matlab

A MATLAB package for geostatistical data analysis, including variogram estimation and kriging

global-sensitivity-analysis

Python and Matlab codes to compute the Sobol' indices

global-sensitivity-code-borgonovo

introduction-datascience-python-book

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

learn-python

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

learning-pandas-second-edition

Learning pandas, Second Edition, published by Packt

markov-chain-monte-carlo

A Matlab implementation of Adptive Metropolis Algorithm

martiansideofthemoon.github.io

My personal website and blog (http://martiansideofthemoon.github.io)

matgpt

MATLAB app and class to access ChatGPT API from OpenAI

matlab-code-for-peter-hoff-a-first-course-in-bayesian-statistical-methods-

Matlab Code for Peter Hoff "A First Course in Bayesian Statistical Methods"

matplotlibgettingstarted

Scipy 2019 Tutorial

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

multinest

MultiNest is a Bayesian inference tool which calculates the evidence and explores the parameter space which may contain multiple posterior modes and pronounced (curving) degeneracies in moderately high dimensions.

pocet

Polynomial Chaos Expansion Toolbox for MATLAB

project-based-learning

Curated list of project-based tutorials

python

My Python Examples

python-2

All Algorithms implemented in Python

python-deep-learning-third-edition

Python Deep Learning, Third Edition, published by Packt

python-for-data-visualization-a-beginner-s-guide

Python for Data Visualization: A Beginner's Guide, by Packt Publishing