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Probabilistic Models Alternatives

Collection of probabilistic models and inference algorithms
Alternatives To Probabilistic Models
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Pyro8,593pypi pyro-ppl} Downloads18909 days ago34July 29, 2023248apache-2.0Python
Deep universal probabilistic programming with Python and PyTorch
Deeplearning2,347
4 years ago3mitPython
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
Orbit1,776pypi orbit-ml} Downloads1a year ago21January 29, 202354otherPython
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Gen.jl1,758
a year ago161apache-2.0Julia
A general-purpose probabilistic programming system with programmable inference
Bayesian Machine Learning1,587
2 years ago4apache-2.0Jupyter Notebook
Notebooks about Bayesian methods for machine learning
Bayeslite828
5 years ago193apache-2.0Python
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
Emukit551pypi emukit} Downloads4a year ago9December 15, 202240apache-2.0Python
A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
Sklearn Bayes439
3 years ago20mitJupyter Notebook
Python package for Bayesian Machine Learning with scikit-learn API
Bnlearn406pypi bnlearn} Downloads4a year ago73November 15, 20239otherJupyter Notebook
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
Multitask Learning374
4 years ago2
Awesome Multitask Learning Resources
Alternatives To Probabilistic Models
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Pyro ⭐ 8,593
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34most recent commit 9 days agopypi pyro-ppl} Downloads


Suggest An Alternative To probabilistic-models
Alternative Project Comparisons
Probabilistic Models vs Pyro
Probabilistic Models vs Deeplearning
Probabilistic Models vs Orbit
Probabilistic Models vs Gen.jl
Probabilistic Models vs Bayesian Machine Learning
Probabilistic Models vs Bayeslite
Probabilistic Models vs Emukit
Probabilistic Models vs Sklearn Bayes
Probabilistic Models vs Bnlearn
Probabilistic Models vs Multitask Learning
Popular Machine Learning Projects
Tensorflow ⭐ 180,196
An Open Source Machine Learning Framework for Everyone
dependent packages 78total releases 46latest release October 23, 2019most recent commit a year ago
Transformers ⭐ 136,202
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 5 hours agopypi transformers} Downloads
Pytorch ⭐ 74,794
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 8,272total releases 39latest release November 15, 2023most recent commit a year agopypi torch} Downloads
Popular Bayesian Projects
Pgmpy ⭐ 2,551
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
dependent packages 26total releases 24latest release October 16, 2023most recent commit a year agopypi pgmpy} Downloads
Ax ⭐ 2,217
Adaptive Experimentation Platform
dependent packages 26total releases 39latest release December 09, 2023most recent commit a year agopypi ax-platform} Downloads
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