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Top 14 probabilistic-models open source projects

A quick introduction to all most important concepts of Probability Theory, only freshman level of mathematics needed as prerequisite.

✭ 25

Jupyter Notebook statistics probability mathematics econometrics probability-distribution probability-theory probabilistic-models

probabilistic-circuits

A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.

✭ 33

CSS SCSS HTML python ai ml pc probabilistic-models tractable-inference

probai-2021

Materials of the Nordic Probabilistic AI School 2021.

✭ 83

Jupyter Notebook bayesian probabilistic-models summer-school deep-generative-models probabilistic-machine-learning probabilistic-ai

probai-2021-pyro

Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)

✭ 45

Jupyter Notebook machine-learning ai variational-inference probabilistic-models

mta

Multi-Touch Attribution

✭ 60

python markov-model marketing probabilistic-models shapley

Machine Learning From Scratch

Machine Learning models from scratch with a better visualisation

✭ 15

Jupyter Notebook python matlab visualization machine-learning neural-network naive-bayes-classifier classification logistic-regression regularization decision-trees decision-tree probabilistic-models kernel-learning

artificial neural networks

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

✭ 40

python data-science machine-learning deep-neural-networks deep-learning tensorflow machine-learning-algorithms keras neural-networks artificial-neural-networks machinelearning bayesian-inference variational-inference edward probabilistic-models bayesian-neural-networks probabilistic-modeling bayesian-learning edward2

probnmn-clevr

Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]

✭ 63

python vqa probabilistic-models icml clevr neural-module-networks icml-2019

deeprob-kit

A Python Library for Deep Probabilistic Modeling

✭ 32

python probabilistic-models normalizing-flows sum-product-networks probabilistic-circuits

blangSDK

Blang's software development kit

✭ 21

Xtend java shell machine-learning bayesian-inference mcmc probabilistic-graphical-models bayesian-statistics markov-chain-monte-carlo mcmc-sampler probabilistic-models

MMCAcovid19.jl

Microscopic Markov Chain Approach to model the spreading of COVID-19

✭ 15

julia markov-chain disease epidemics probabilistic-models covid-19

NanoFlow

PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)

✭ 63

python Jupyter Notebook pytorch speech-synthesis density-estimation probabilistic-models normalizing-flows generative-models deep-generative-model

probai-2019

Materials of the Nordic Probabilistic AI School 2019.

✭ 127

Jupyter Notebook python bayesian probabilistic-models summer-school deep-generative-models probabilistic-machine-learning probabilistic-ai

flowtorch-old

Separating Normalizing Flows code from Pyro and improving API

✭ 36

python javascript CSS Batchfile pytorch bayesian-inference probabilistic-graphical-models bayesian-statistics probabilistic-models normalizing-flows

1-14 of 14 probabilistic-models projects