sfrodrigues

Silvio Rodrigues's starred repositories

pytorch_geometric

Graph Neural Network Library for PyTorch

Language:PythonMIT20408 254 3452

prefect

Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines

Language:PythonApache-2.015166 159 5044

argo-workflows

Workflow Engine for Kubernetes

Language:GoApache-2.014469 202 5768

kubeflow

Machine Learning Toolkit for Kubernetes

Language:TypeScriptApache-2.013843 364 3878

optuna

A hyperparameter optimization framework

Language:PythonNOASSERTION9935 117 1635

faust

Python Stream Processing

Language:PythonNOASSERTION6683 140 477

jupytext

Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts

Language:PythonMIT6477 70 662

captum

Model interpretability and understanding for PyTorch

Language:PythonBSD-3-Clause4653 246 524

awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

CC0-1.03494 131 62

stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

Language:PythonNOASSERTION3051 57 479

alibi

Algorithms for explaining machine learning models

Language:PythonNOASSERTION2319 53 361

ngboost

Natural Gradient Boosting for Probabilistic Prediction

Language:PythonApache-2.01604 44 206

tigramite

Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at

Language:Jupyter NotebookGPL-3.01223 40 190

pyforest

pyforest - feel the bliss of automated imports

Language:PythonMIT1082 38 27

nflows

Normalizing flows in PyTorch

Language:PythonMIT811 29 49

bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

Language:Jupyter NotebookMIT654 31 27

XGBoostLSS

An extension of XGBoost to probabilistic modelling

Language:PythonApache-2.0514 26 41

TCDF

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

Language:Jupyter NotebookGPL-3.0448 14 14

reliability

Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/

Language:PythonLGPL-3.0316 20 40

colour

Python color representations manipulation library (RGB, HSL, web, ...)

Language:PythonBSD-2-Clause313 11 41

jupyter-datatables

Jupyter Notebook extension leveraging pandas DataFrames by integrating DataTables and ChartJS.

Language:JavaScriptMIT236 12 28

edaviz

edaviz - Python library for Exploratory Data Analysis and Visualization in Jupyter Notebook or Jupyter Lab

Language:PythonNOASSERTION224 18 3

pytorch-sso

PyTorch-SSO: Scalable Second-Order methods in PyTorch

Language:PythonMIT137 5 5

nasbot

Neural Architecture Search with Bayesian Optimisation and Optimal Transport

Language:PythonMIT131 11 8

out-of-distribution-detection

The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks

MIT118 40

monolith

A C++ monorepo for discrete and continuous optimization. Batteries included!

Language:Jupyter NotebookGPL-3.096 9 3

pyon

The Pythonic way to use JSON - with native objects 🛠 and path support 📁

Language:PythonMIT91 3 2

raccoon

Python DataFrame with fast insert and appends

Language:PythonMIT74 3 10

dictances

Distances and divergences between distributions implemented in the best way I found in python.

Language:PythonMIT42 2 9

multihist

Convenience wrappers around numpy's histogram and histogram2d

Language:Jupyter NotebookMIT17 7 7