Topic: "probabilistic-modeling"
pyro-ppl/pyro
Deep universal probabilistic programming with Python and PyTorch
Language: Python - Size: 93.5 MB - Last synced at: 7 days ago - Pushed at: 19 days ago - Stars: 8,824 - Forks: 994
PGM-Lab/InferPy
InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy
Language: Jupyter Notebook - Size: 31 MB - Last synced at: 27 days ago - Pushed at: 12 months ago - Stars: 148 - Forks: 14
april-tools/cirkit
a python framework to build, learn and reason about probabilistic circuits and tensor networks
Language: Python - Size: 31.7 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 112 - Forks: 17
kourouklides/artificial_neural_networks
A collection of Methods and Models for various architectures of Artificial Neural Networks
Language: Python - Size: 6.61 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 41 - Forks: 11
trappmartin/SumProductNetworks.jl
Sum-product networks in Julia.
Language: Julia - Size: 2.59 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 37 - Forks: 4
nsg-ethz/netdice
A scalable and accurate probabilistic network configuration analyzer verifying network properties in the face of random failures.
Language: Python - Size: 1020 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 28 - Forks: 1
StatMixedML/DGBM
Distributional Gradient Boosting Machines
Size: 169 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 1
StatMixedML/Py-BoostLSS
An extension of Py-Boost to probabilistic modelling
Language: Python - Size: 5.07 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 0
MArpogaus/bernstein_flow
A normalizing flow using Bernstein polynomials for conditional density estimation.
Language: Jupyter Notebook - Size: 15.5 MB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 19 - Forks: 4
hanyas/mimo
A toolbox for inference of mixture models
Language: Python - Size: 713 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 13 - Forks: 4
hhoppe/blackjack
Blackjack Notebook (bjnb): Probabilistic analysis and simulation
Language: Jupyter Notebook - Size: 9.74 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 9 - Forks: 0
shchur/survival_distributions
Extended functionality for univariate probability distributions in PyTorch
Language: Python - Size: 52.7 KB - Last synced at: 17 days ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 1
mminici/Echo-Chamber-Detection
Repository to reproduce "Cascade-based Echo Chamber Detection" accepted at CIKM2022
Language: Python - Size: 8.13 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 3
ninpnin/probabilistic-word-embeddings
Train and evaluate probabilistic word embeddings with Python.
Language: Python - Size: 11.1 MB - Last synced at: 9 days ago - Pushed at: 5 months ago - Stars: 4 - Forks: 2
markean/aimz
Scalable probabilistic impact modeling
Language: Python - Size: 850 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 1
yukinagae/pbchain
Probabilistic Programming with Python and Chainer
Language: Jupyter Notebook - Size: 165 KB - Last synced at: 3 months ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 1
chrinide/edward Fork of blei-lab/edward
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
Language: Jupyter Notebook - Size: 33.5 MB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 1
pprabhu90/etc-estimator
Estimate the number of intelligent civilizations in our galaxy using the Drake Equation, probabilistic modeling, and data storytelling.
Language: Jupyter Notebook - Size: 126 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0
No-Detective/biased-coin-toss
Bayesian estimation, simulation, and sequential analysis — a foundational experiment for building probabilistic thinking in quantitative modeling.
Language: Jupyter Notebook - Size: 515 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
mclevey/SOCI3040
Materials for my course SOCI 3040, Quantitative Research Methods
Language: TeX - Size: 184 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
pfilo8/NodeFlow
Language: Jupyter Notebook - Size: 24.8 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
tmaklin/vaikkari
LaTeX source code for my doctoral dissertation "Probabilistic Methods for High-Resolution Metagenomics". Available from the digital repository of the University of Helsinki at https://helda.helsinki.fi/handle/10138/349862.
Language: TeX - Size: 26.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
ninpnin/stan-playground
Sandbox repository for stan stuff
Language: Stan - Size: 180 KB - Last synced at: 9 days ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
SnehalRaj/ProML
Repository for ACA project
Size: 17.6 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 2
matthewfeickert/pydistcore
The interface library for probabilistic modeling in HEP
Language: Python - Size: 6.84 KB - Last synced at: 8 days ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
R6/pyro
Deep universal probabilistic programming with Python and PyTorch
Language: Jupyter Notebook - Size: 174 MB - Last synced at: over 1 year ago - Stars: 0 - Forks: 0
