johnHostetter

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

pymc

Bayesian Modeling and Probabilistic Programming in Python

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

NN-SVG

Publication-ready NN-architecture schematics.

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

CausalPy

A Python package for causal inference in quasi-experimental settings

pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

PDPbox

python partial dependence plot toolbox

lofo-importance

Leave One Feature Out Importance

pygraft

Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

NAS-Bench-201

NAS-Bench-201 API and Instruction

rpy2

Interface to use R from Python

NASLib

NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.

lingam

Python package for causal discovery based on LiNGAM.

TokenCut

(CVPR 2022) Pytorch implementation of "Self-supervised transformers for unsupervised object discovery using normalized cut"

sage

For calculating global feature importance using Shapley values.

shapley

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

NATS-Bench

TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size

PyCEbox

⬛ Python Individual Conditional Expectation Plot Toolbox

sympytorch

Turning SymPy expressions into PyTorch modules.

OC_Atari

Object Centric Atari games

sdm-framework

A Sparse Distributed Memory Framework.

FCMpy

Fuzzy Cognitive Maps for Behavior Change Interventions and Evaluation

RoughSets

RoughSets package for R System

symtorch

Initial Commit

O-DRL

Object Sensitive Deep Reinforcement Learning

JuzzyPython

RelationalNeurogenesis

Relational Neurogenesis is a framework that supports neuroevolutionary mechanisms in deep reinforcement learning networks to enhance lifelong learning capabilities