ebilionis

ebilionis's Stars

• tensorflow/tensorflow

  An Open Source Machine Learning Framework for Everyone

  Language:C++187k7.5k40.1k74.4k

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python85.3k1.7k47.8k23k

• BVLC/caffe

  Caffe: a fast open framework for deep learning.

  Language:C++34.2k2.1k4.8k18.7k

• pyro-ppl/pyro

  Deep universal probabilistic programming with Python and PyTorch

  Language:Python8.6k2011.1k984

• blei-lab/edward

  A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

  Language:Jupyter Notebook4.8k272514758

• SheffieldML/GPy

  Gaussian processes framework in python

  Language:Python2.1k113770565

• dfm/extending-jax

  Extending JAX with custom C++ and CUDA code

  Language:Python38010623

• PredictiveScienceLab/uq-course

  Introduction to Uncertainty Quantification

  Language:Jupyter Notebook242221106

• PredictiveScienceLab/data-analytics-se

  ME 539 - Introduction to Scientific Machine Learning

  Language:Jupyter Notebook11311180

• PredictiveScienceLab/pysmc

  Sequential Monte Carlo working on top of pymc

  Language:Python509311

• modusdatascience/choldate

  Somewhat fast updating and downdating of Cholesky factors in Python

  Language:Python312616

• PredictiveScienceLab/py-design

  Design of random experiments in Python

  Language:Fortran26446

• PredictiveScienceLab/py-mcmc

  A simple MCMC framework for training Gaussian processes adding functionality to GPy.

  Language:Python21506

• PredictiveScienceLab/py-orthpol

  Construct orhogonal polynomials using Python

  Language:Fortran195517

• PurdueMechanicalEngineering/me-297-intro-to-data-science

  Introduction to Data Science for Mechanical Engineers

  Language:Jupyter Notebook184014

• ebilionis/py-kle

  Karhunen-Loeve Expansions for Gaussian Random Fields in Python

  Language:Python15201

• PredictiveScienceLab/advanced-scientific-machine-learning

  ME 697 - Advanced Scientific Machine Learning

  Language:Jupyter Notebook15518

• PredictiveScienceLab/inverse-bgo

  Use Bayesian Global Optimization to solve inverse problems

  Language:Python13304

• PredictiveScienceLab/variational-elliptic-SPDE

  Language:Jupyter Notebook12204

• PredictiveScienceLab/pift-paper-2023

  Physics-informed information field theory - Solve inverse problems with built-in model form uncertainty estimation

  Language:C++11201

• ebilionis/variational-reformulation-of-inverse-problems

  Code accompanying the paper: Variational Reformulation of Bayesian Inverse Problems, by. Tsilifis P., Bilionis I., Katsounaros I. and Zabaras N.

  Language:Python10405

• PredictiveScienceLab/py-bgo

  An implementation Bayesian global optimization in Python

  Language:Python10401

• ebilionis/py-best

  Bayesian Exploration Statistical Toolbox

  Language:FORTRAN9202

• PredictiveScienceLab/cluster-opt-bgo

  Bayesian Global Optimization for Minimum Energy Cluster Identification

  Language:Python7302

• PredictiveScienceLab/py-aspgp

  Language:Python5502

• ebilionis/principal-agent-systems-engineering

  Computation of Optimal Contracts for Systems Engineering

  Language:Python3211

• ebilionis/pymc

  NOTICE: master branch now contains PyMC 3 code. PyMC 2 is in branch 2.3.

  Language:Python3201

• PredictiveScienceLab/orthojax

  Orthogonal polynomials (polynomial chaos) in Jax.

  Language:Python3402

• PredictiveScienceLab/pslab

  Documentation on the labs codes

  130

• PurdueMechanicalEngineering/me270

  ME 270 - Basic Mechanics I (Statics)

  Language:Jupyter Notebook10