pyro

There are 1 repository under pyro topic.

probml / pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
jupyter-notebooks machine-learning colab pml probabilistic-programming jax tensorflow pytorch pymc3 numpyro flax pyro blackjax
Language:Jupyter Notebook 6887
pyro-ppl / numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
pyro jax hmc inference-algorithms numpy bayesian-inference probabilistic-programming mcmc
Language:Python 2527
orbit
uber / orbit
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
arima bayesian bayesian-methods bayesian-statistics changepoint exponential-smoothing forecast forecasting machine-learning orbit probabilistic probabilistic-programming pyro pystan python pytorch regression regression-models stan time-series
Language:Python 1995
irmen / Pyro4
Pyro 4.x - Python remote objects
distributed-systems ipc pyro
Language:Python 720
TheHamkerCat / WilliamButcherBot
Telegram Group Manager Bot Written In Python Using Pyrogram.
ai bot gram groupmanager hacktoberfest heroku mirror-bot mtproto pyro pyrogram pyrogram-bot python python3 telegram telegram-bot telegrambot williambutcherbot
Language:Python 382
python-hydro / pyro2
A framework for hydrodynamics explorations and prototyping
advection astrophysical-simulation finite-volume finite-volume-methods hydrodynamics multigrid pde pyro python simulation solver
Language:Jupyter Notebook 315
pyro-ppl / funsor
Functional tensors for probabilistic programming
probabilistic-programming pytorch numpy symbolic machine-learning pyro jax
Language:Python 239
jinserk / pytorch-asr
ASR with PyTorch
speech pytorch ctc pyro kaldi speech-recognition lvcsr python resnet lattice decoder transcription dictation pytorch-binding kaldi-decoder asr deepspeech densenet capsule-network ss-vae
Language:Python 140
ziatdinovmax / pyroVED
Invariant representation learning from imaging and spectral data
encoder-decoder-model variational-autoencoder probabilistic-programming pyro spectral-data image-data unsupervised-machine-learning scale-invariance rotation-invariant translation-invariant semi-supervised-learning vae semi-supervised-vae
Language:Python 50
pyrovelocity
pinellolab / pyrovelocity
𝒫robabilistic modeling of RNA velocity ⬱
cell-fate-determination deep-generative-model developmental-trajectories multiomics probabilistic-models probabilistic-programming rna-velocity rna-velocity-estimation single-cell-genomics single-cell-rna-seq transcriptomics rna-splicing rna-splicing-analysis single-cell-multiomics pyro
Language:Python 47
suriyadeepan / pm-pyro
PyMC3-like Interface for Pyro
probabilistic-programming pymc3 pyro
Language:Jupyter Notebook 37
relaxit
intsystems / relaxit
[BMM 24-25] "Just Relax It": Implementation of different relaxation methods
discrete-variables edu-project library pyro pytorch relaxation straight-through-gradient gumbel-softmax logit-normal reinforce invertible-gaussian
Language:Jupyter Notebook 23
pyro-ppl / pyroed
Bayesian optimization of discrete sequences
bayesian optimization sequential experiment design pyro pytorch optimal combinatorial
Language:Python 20
martin-fabbri / colab-notebooks
Colab notebooks exploring different Machine Learning topics.
colab rapidsai pymc3 pytorch pyro vae probabilistic-programming pyro-ppl causal-inference causality cassandra tensorflow-js colab-notebooks julia julialang audio-processing nlp named-entity-recognition trax
Language:Jupyter Notebook 16
AyiinXd / AyiinUbot
Userbot Pyrogram yg dibuat Hanya Untuk Bersenang Senang
music-player pyth python telegram-bot userbot-modules userbot-telegram pyro pyrogram pyrogram-bot pyrogram-telegram-bot pyrogram-userbot pyrogram-userbotplugin python3 telegram
Language:Python 15
navneet-nmk / Probabilisitc-Pytorch
Deep Probabilistic Programming Examples in Pytorch using pyro
bayesian-inference bayesian-methods bayesian-neural-networks deep-learning deep-neural-networks inference pyro pytorch variational variational-autoencoder
Language:Jupyter Notebook 12
SilvioBaratto / stockpy
Deep Learning Regression and Classification Library built on top of PyTorch and Pyro
classification deep-learning machine-learning pyro python pytorch regression
Language:Python 12
bel2scm / bel2scm
Generate dynamic structural causal models from biological knowledge graphs encoded in the Biological Expression Language (BEL)
biological-expression-language structural-causal-model pyro systems-biology networks-biology counterfactual causal-inference
Language:Jupyter Notebook 10
M-fazin / Lyrics-Search-Bot
A Telegram Bot That Can Find Lyrics Of Song
lyrics-fetcher lyrics-finder lyrics-search lyrics python python3 pyro bot telegram telegram-bot
Language:Python 10
BenZickel / torch_arima
ARIMA time series implementation in PyTorch with optional support for Bayesian priors.
arima bayesian pyro pytorch varima time-series-analysis bayesian-inference
Language:Python 9
ascentai / mdn_pyro
Implementation of a Mixture Density Network in the deep probabilistic programming language Pyro.
deep-learning-tutorial machine-learning mixture-density-networks probabilistic-programming pyro pytorch
Language:Python 8
broadinstitute / bvas
bvas: bayesian viral allele selection
bayesian sars-cov-2 sars-cov-2-variants viral-genomics pyro pytorch
Language:Python 8
ronaldseoh / bayesian-dl-experiments
Bayesian deep learning experiments
bayesian-deep-learning deep-learning monte-carlo-dropout bayesian-neural-network reproducibility experiments pyro pytorch dropout jupyter-notebook mcmc hmc vi variational-inference convolutional-neural-network bayesian-dl-experiments
Language:Jupyter Notebook 8
a-mitani / bayes-pyro
pyroで実践するベイズ機械学習
bayesian-inference pyro
7
econsystems / meta-jetson-tx2
Yocto BSP layer for the nvidia jetson tx2 boards.
meta-jetson-tx2 nvidia-tx2-board pyro ota
Language:C++ 7
rhseqlhs / chatbot
deep-learning nlp pyro pytorch
Language:Jupyter Notebook 7
csiro-mlai / hackfest-ppl
A tutorial on probabilistic programming with deep learning, stochastic variational inference, MCMC and other useful tricks. Based in pytorch/pyro.
pyro pytorch tutor probabilistic-programming
Language:Jupyter Notebook 6
ronaldseoh / ronald_bdl
An experimental Python package for learning Bayesian Neural Network.
bayesian-deep-learning deep-learning monte-carlo-dropout mc-dropout bayesian-neural-network pytorch pyro hmc vi variational-inference hamiltonian-monte-carlo
Language:Python 6
smsharma / deep-prob-prog-tutorials
Tutorials for the 2022 IAIFI Summer School, covering (deep) probabilistic programming with Jax and NumPyro.
mcmc ppl probabilistic-programming tutorial tutorials variational-inference jax numpyro pyro
Language:Jupyter Notebook 6
smsharma / gamma-gp
Proof-of-principle application of Gaussian process modeling to gamma-ray analyses. Code repository associated with the paper https://arxiv.org/abs/2010.10450.
gamma-ray fermi gce gaussian-processes gp gpytorch pyro probabilistic-programming ml4ps neurips
Language:Jupyter Notebook 6
cueOS
ASLS-org / cueOS
ASLS' CueOS designed for Arm® Cortex-M4 Microcontrollers provides built-in show control features such as multi-protocol Cue triggering, diverse control outputs and show programmation through web interface.
controller cue dmx512 embedded-systems light lightshow midi osc pyro pyrotechnics rtos visualization web automation firing-system fast lightweight
Language:C 5
JamesTrick / bayesian_data_analysis_pyro
pyro bayesian-statistics bayesian-data-analysis
Language:Jupyter Notebook 5
mengqvist / data_analysis_mbml
Pyro code for reproducing examples from John Winns MBML book.
machine-learning pytorch pyro bayesian-inference probabilistic-programming data-science data-analysis
Language:Jupyter Notebook 5
pyladiesams / pyro-may2023
Meet Uber's Pyro - popular framework for probabilistic programming. Learn how to introduce regularization and prior assumptions into a model, at first for a simple use case of Bayesian Linear Regression and later in an introduction to deep generative models with Pyro.
bayesian deep-generative-model probabilistic-programming pyro regularization
Language:Jupyter Notebook 5
Vishal-1756 / pyrohelpo
A powerful Pagination Help Library For Pyrogram with inbuilt features 📖
help help-command library pagination pagination-library pyro pyrogram telegram telegram-bot pyro-paginatiom pyrohelpo
Language:HTML 5
sinatayebati / deep-probabilistic-modeling
Deep probabilistic modeling with Pyro. This repository includes various probabilistic models developed based on Pyro, a deep universal probabilistic programming framework backed by PyTorch.
deep-probabilistic-models pyro pytorch
Language:Jupyter Notebook 4