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11 search results found

Deep universal probabilistic programming with Python and PyTorch

Inferpy ⭐ 141

InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy

Accelerated machine learning with dependent types

Sumproductnetworks.jl ⭐ 36

Sum-product networks in Julia.

Artificial_neural_networks ⭐ 35

A collection of Methods and Models for various architectures of Artificial Neural Networks

A scalable and accurate probabilistic network configuration analyzer verifying network properties in the face of random failures.

Distributional Gradient Boosting Machines

A toolbox for inference of mixture models

Py Boostlss ⭐ 13

An extension of Py-Boost to probabilistic modelling

Tensorflow Probability Bernstein Polynomial Bijector ⭐ 11

A normalizing flow using Bernstein polynomials for conditional density estimation.

Blackjack ⭐ 5

Blackjack Notebook (bjnb): Probabilistic analysis and simulation

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