alexandre-blanc Goto Github PK

architecture-patterns

A Book about Pythonic Application Architecture Patterns for Managing Complexity. Cosmos is the Opposite of Chaos you see. O'R. wouldn't actually let us call it "Cosmic Python" tho.

awkde

Adaptive Width KDE with Gaussian Kernels

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

drake

Model-based design and verification for robotics.

elastica

Software to simulate the dynamics of filaments that, at every cross-section, can undergo all six possible modes of deformation, allowing the filament to bend, twist, stretch and shear, while interacting with complex environments via muscular activity, surface contact, friction and hydrodynamics.

financial-news-dataset

109,110 news from Reuters.

flask

The Python micro framework for building web applications.

gunicorn

gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.

hummingbot

Hummingbot is open source software that helps you build trading bots that run on any exchange or blockchain

keops

KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows

omniglot

Omniglot data set for one-shot learning

open-kbp-participation

pinocchio

A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives

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 ;)

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

pyrmt

Python library for Random Matrix Theory, cleaning schemes for correlation matrices, and portfolio optimization

pysystemtrade

Systematic Trading in python

robotics-mva-2023

Tutorials for the Robotics MVA 2023 class

scikit-learn

scikit-learn: machine learning in Python

scikit-learn-mooc

Machine learning in Python with scikit-learn MOOC

sofa

Real-time multi-physics simulation with an emphasis on medical simulation.

svae

code for Structured Variational Autoencoders

tda-tutorial

A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences libraries.

tick

Module for statistical learning, with a particular emphasis on time-dependent modelling

vade

Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering

werkzeug

The comprehensive WSGI web application library.

zipline-reloaded

Zipline, a Pythonic Algorithmic Trading Library