probabilistic-programming

#自然语言处理#有关 pytorch 的资源列表

Bayesian Modeling and Probabilistic Programming in Python

#计算机科学#Deep universal probabilistic programming with Python and PyTorch

#算法刷题#MarkovJunior 是一门概率编程，基于模式匹配和约束传播

#计算机科学#Python code for "Probabilistic Machine learning" book by Kevin Murphy

#计算机科学#A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

#计算机科学#Probabilistic reasoning and statistical analysis in TensorFlow

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

#计算机科学#A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

#计算机科学#Bayesian inference with probabilistic programming.

#计算机科学#A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

#计算机科学#A general-purpose probabilistic programming system with programmable inference

#自然语言处理#Awesome-pytorch-list 翻译工作进行中......

Probabilistic data structures for processing continuous, unbounded streams.

A neurosymbolic perspective on LLMs

#计算机科学#High-quality implementations of standard and SOTA methods on a variety of tasks.

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

#计算机科学#BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.

#计算机科学#PyStan, the Python interface to Stan

#自然语言处理#Learn about Machine Learning and Artificial Intelligence