pyro

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Pyro 4.x - Python remote objects

Telegram Group Manager Bot Written In Python Using Pyrogram.

A framework for hydrodynamics explorations and prototyping

Pyro 5 - Python remote objects for modern python versions

Functional tensors for probabilistic programming

ASR with PyTorch

PyMC3-like Interface for Pyro

Invariant representation learning from imaging and spectral data

Bayesian optimization of discrete sequences

Deep Probabilistic Programming Examples in Pytorch using pyro

Colab notebooks exploring different Machine Learning topics.

A Telegram Bot That Can Find Lyrics Of Song

Implementation of a Mixture Density Network in the deep probabilistic programming language Pyro.

Bayesian deep learning experiments

Generate dynamic structural causal models from biological knowledge graphs encoded in the Biological Expression Language (BEL)

🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses