NazBen

Nazih Benoumechiara's starred repositories

tsfresh

Automatic extraction of relevant features from time series:

Language:Jupyter NotebookMIT837700

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Language:PythonApache-2.03320900

PySnooper

Never use print for debugging again

Language:PythonMIT1635800

modin

Modin: Scale your Pandas workflows by changing a single line of code

Language:PythonApache-2.0979700

pandas_exercises

Practice your pandas skills!

Language:Jupyter NotebookBSD-3-Clause1072200

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

Language:PythonBSD-2-Clause847100

prince

:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

Language:PythonMIT125500

styleguide

Style guides for Google-originated open-source projects

Language:HTMLApache-2.03728800

yapf

A formatter for Python files

Language:PythonApache-2.01374400

mlcrate

A python module of handy tools and functions, mainly for ML and Kaggle

Language:PythonMIT33200

interpretable-ml-book

Book about interpretable machine learning

Language:Jupyter NotebookNOASSERTION475800

benderopt

Black-box optimization library

Language:Jupyter NotebookMIT8600

cvxportfolio

Portfolio optimization and back-testing.

Language:PythonGPL-3.096800

AdAway

AdAway is a free and open source ad blocker for Android.

Language:CGPL-3.0709400

starboost

:star::rocket: Gradient boosting on steroids

Language:PythonMIT2600

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Language:PythonLGPL-3.0968100

awesome-public-datasets

A topic-centric list of HQ open datasets.

MIT6027200

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Language:Jupyter NotebookMIT2670500

dask-tutorial

Dask tutorial

Language:Jupyter NotebookBSD-3-Clause182700

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Language:PythonBSD-3-Clause4338000