3shmawei Goto Github PK

ivpy

Iconographic Visualization Inside Computational Notebooks

learndatascience

Open Content for self-directed learning in data science

machinelearning

manim

Animation engine for explanatory math videos

mastering-quantum-computing-with-ibm-qx

Mastering Quantum Computing with IBM QX, published by Packt

mathwork

meatpie

Collections of well known metaheuristic algorithms fully written in Python. Including Particle Swarm Optimization (PSO), Differential Evolution (DE), Evolution Strategies (ES), FIrefly Algorithm (FA), etc, and some of their variations.

metaheuristic_algorithms_python

Various metaheuristic algorithms implemented in Python.

ml-course

A machine learning course using Python, Jupyter Notebooks, and OpenML

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

mocha.jl

Deep Learning framework for Julia

monarch_regime

A new tool for detecting changes in dynamic rules in population time series data

moviegeek

A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

normalization

Various functions for vector normalization

nxpd

Draw NetworkX graphs using pydot/graphviz, with support for IPython notebooks.

optimal

A python metaheuristic optimization library. Currently supports Genetic Algorithms, Gravitational Search, and Cross Entropy.

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

perseus

Perseus is Khan Academy's new exercise question editor and renderer.

pydata-essentials

PyData Essentials

pymetaheuristics

Python used to visualize metaheuristic algorithms and solution spaces

pyregimeshifts

Python scripts for detecting nonlinear regime shifts in multiple paleoclimate time series as in Donges et al., Clim. Past. 11, 709-741 (2015)

pysa

A Simulated Annealling Class in Python

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

pythonsnippets

pyutils

A collection of utilities in Python

scikit-learn

scikit-learn: machine learning in Python

semtools

Useful tools for structural equation modeling