pyro

There are 1 repository under pyro topic.

probml / pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
blackjax colab flax jax jupyter-notebooks machine-learning numpyro pml probabilistic-programming pymc3 pyro pytorch tensorflow
Language:Jupyter Notebook 6276
pyro-ppl / numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
bayesian-inference hmc inference-algorithms jax mcmc numpy probabilistic-programming pyro
Language:Python 2054
orbit
uber / orbit
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
python forecasting bayesian exponential-smoothing pyro stan pystan probabilistic-programming probabilistic forecast orbit time-series regression arima changepoint bayesian-methods bayesian-statistics machine-learning regression-models pytorch
Language:Python 1808
irmen / Pyro4
Pyro 4.x - Python remote objects
distributed-systems ipc pyro
Language:Python 714
TheHamkerCat / WilliamButcherBot
Telegram Group Manager Bot Written In Python Using Pyrogram.
telegram telegram-bot pyrogram pyrogram-bot mtproto groupmanager bot ai pyro gram telegrambot python python3 mirror-bot williambutcherbot heroku hacktoberfest
Language:Python 352
python-hydro / pyro2
A framework for hydrodynamics explorations and prototyping
finite-volume finite-volume-methods hydrodynamics pyro python solver advection multigrid simulation astrophysical-simulation pde
Language:Jupyter Notebook 291
pyro-ppl / funsor
Functional tensors for probabilistic programming
probabilistic-programming pytorch numpy symbolic machine-learning pyro jax
Language:Python 234
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 139
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 43
suriyadeepan / pm-pyro
PyMC3-like Interface for Pyro
probabilistic-programming pymc3 pyro
Language:Jupyter Notebook 37
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 35
pyro-ppl / pyroed
Bayesian optimization of discrete sequences
bayesian optimization sequential experiment design pyro pytorch optimal combinatorial
Language:Python 19
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 pyro pyrogram pyrogram-bot pyrogram-telegram-bot pyrogram-userbot pyrogram-userbotplugin pyth python python3 telegram telegram-bot userbot-modules userbot-telegram
Language:Python 13
navneet-nmk / Probabilisitc-Pytorch
Deep Probabilistic Programming Examples in Pytorch using pyro
pyro variational-autoencoder variational inference bayesian-inference bayesian-methods bayesian-neural-networks deep-learning deep-neural-networks pytorch
Language:Jupyter Notebook 12
SilvioBaratto / stockpy
Deep Learning Regression and Classification Library built on top of PyTorch and Pyro
machine-learning pyro python pytorch classification deep-learning regression
Language:Python 12
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 11
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
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
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 pytorch pyro
Language:Jupyter Notebook 7
a-mitani / bayes-pyro
pyroで実践するベイズ機械学習
bayesian-inference pyro
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.
automation controller cue dmx512 embedded-systems fast firing-system light lightshow lightweight midi osc pyro pyrotechnics rtos visualization web
Language:C 5
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 5
JamesTrick / bayesian_data_analysis_pyro
pyro bayesian-statistics bayesian-data-analysis
Language:Jupyter Notebook 5
BenZickel / torch_arima
ARIMA time series implementation in PyTorch with optional support for Bayesian priors.
arima bayesian pyro pytorch varima
Language:Python 4
ezequielramos / RMIServerClient
An echo server sample using remote method invocation on Python with Pyro Library.
python pyro4 pyro rmi-server rmi-client rmi
Language:Python 4
gelles-brandeis / tapqir
Bayesian analysis of co-localization single-molecule microscopy image data.
cosmos image-classification probabilistic-programming pyro
Language:Python 4
itsayushthada / Probabislitc-Deep-Learning
Exploration of TensorFlow-2 and TensorFlow probability to implement Bayesian Neural Networks, Normalizing flows, real NVPs and Autoencoders. Exploration of Bayesian Modelling and Variational Inference with Pyro.
probabilistic-modelling deep-learning bayesian-neural-networks bayesian-inference probabilistic-deep-learning tensorflow-probability tensorflow-2 pyro bayesian-machine-learning variational-inference
Language:Jupyter Notebook 4
mengqvist / data_analysis_mbml
Pyro code for reproducing examples from John Winns MBML book.
bayesian-inference data-analysis data-science machine-learning probabilistic-programming pyro pytorch
Language:Jupyter Notebook 4
tingiskhan / stoch-proc
Stochastic processes in pytorch and pyro
pyro python pytorch stochastic-processes
Language:Python 4