Awesome Open Source

Programming Languages

Search results for jupyter notebook gaussian processes

gaussian-processes x

jupyter-notebook x

61 search results found

Neural Tangents ⭐ 2,149

Fast and Easy Infinite Neural Networks in Python

Bayesian Machine Learning ⭐ 1,587

Notebooks about Bayesian methods for machine learning

A machine learning course using Python, Jupyter Notebooks, and OpenML

Gaussianprocesses.jl ⭐ 289

A Julia package for Gaussian Processes

Parallel Hyperparameter Tuning in Python

Bayesian Optimization ⭐ 218

Python code for bayesian optimization using Gaussian processes

Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"

Understandingbdl ⭐ 174

Notebook ⭐ 156

Collection of jupyter notebooks for demonstrating software.

Surrogate Optimization Toolbox for Python

Gp_regression ⭐ 118

A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)

Bayesian_benchmarks ⭐ 85

A community repository for benchmarking Bayesian methods

Kalman Jax ⭐ 77

Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX

Mnist Challenge ⭐ 64

My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]

Candlegp ⭐ 59

Gaussian Processes in Pytorch

Deep convolutional gaussian processes.

Bayesianml ⭐ 55

Experiments in Bayesian Machine Learning

Collapsed Variational Bayes

Gp Cake Project ⭐ 50

Bayesian Effective Connectivity

Pytorch Minimal Gaussian Process ⭐ 38

A minimal implementation of Gaussian process regression in PyTorch

Flu Sequence Predictor ⭐ 34

An experimental deep learning & genotype network-based system for predicting new influenza protein sequences.

Heterogeneous Multi-output Gaussian Processes

Forecasting 🇫🇷 elections with Bayesian statistics 🥳

Fulu is a python library of supernova light curves approximation methods based on machine learning.

Gp_model_zoo ⭐ 20

Literature and light wrappers for gaussian process models.

pyrff: Python implementation of random fourier feature approximations for gaussian processes

Python Scientific ⭐ 17

Quick guide and tutorial to scientific data python programming

Variationalautoencoders ⭐ 17

Comparison of Variational Autoencoders with Bayesian Neural Networks. Accuracy, Latent space, Reconstruction and White Noise filtering.

Pycones 2019 Data ⭐ 16

PyConES 2019 conferences, attachments and related stuff

Sparse Orthogonal Variational Inference for Gaussian Processes (SOLVE-GP)

Ml_course ⭐ 15

"Learning Machine Learning" Course, Bogotá, Colombia 2019 #LML2019

Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances

Boundary Gp ⭐ 14

Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features

Machine Learning Summer Schools ⭐ 14

Curated materials for different machine learning related summer schools

K2 systematics correction using Gaussian processes

Ordinal_tsf ⭐ 13

Gp_tutorial_pydata ⭐ 13

PyData San Luis 2017 Tutorial: An Introduction to Gaussian Processes in PyMC3

Engineer ⭐ 12

Machine Learning for Engineers course at TU/e (2IMM15)

Julia Course ⭐ 11

Introductory Julia Course

State-space deep Gaussian processes in Python and Matlab

Gp Clustering ⭐ 11

Clustering with Gaussian Process Models

Quasar Factor Analysis – An Unsupervised and Probabilistic Quasar Continuum Prediction Algorithm with Latent Factor Analysis

Knownoptimum_bo ⭐ 11

Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization

Mini Bayesian Optimization package for ACML2020 Tutorial on Bayesian Optimization

Bayesian_cbf ⭐ 10

Code for the paper "Control Barriers in Bayesian Learning of System Dynamics"

Gprotation ⭐ 9

Measuring stellar rotation periods with Gaussian processes

Ad Kernels ⭐ 9

Code for the paper "Algorithmic Differentiation for Automatized Modelling of Machine Learned Force Fields"

WIP implementation of Probabilistic Differential Dynamic Programming in PyTorch

Bayesian Methods For Machine Learning ⭐ 8

Bayesian Methods for Machine Learning

Precip Prediction ⭐ 8

Application of Gaussian Processes to predicting local precipitation in the Upper Indus Basin, Himalayas.

Jupyter_notebooks ⭐ 6

This repository contains some jupyter notebooks from my data science projects

Gaussian Processes for Comets and Asteroids

Photometric redshift via Gaussian processes with physical kernels

Bayesian_smoothing_eyemovement ⭐ 6

Repository of my talk for Bayes@Lund 2017

Machine Learning for Hidden Physics and Partial Differential Equations

Gptutorial ⭐ 5

Gaussian process tutorial materials

Gaussian Process ⭐ 5

Numpy implementation of "Gaussian Processes for Machine Learning", Chapters 2.1 and 2.2

Dependency-aware deep generative models for multitasking analysis of spatial genomics data

Machine_learning_glass ⭐ 5

Robust Gaussian Process with Iterative Trimming

Interactive Gp ⭐ 5

Interactive Gaussian Processes

Related Searches

Python Jupyter Notebook (12,976)

Jupyter Notebook Machine Learning (8,463)

Jupyter Notebook Dataset (6,824)

Jupyter Notebook Deep Learning (6,566)

Jupyter Notebook Tensorflow (4,771)

Jupyter Notebook Data Science (4,256)

Jupyter Notebook Convolutional Neural Networks (4,218)

Jupyter Notebook Classification (3,939)

Jupyter Notebook Neural (3,926)

Jupyter Notebook Pytorch (3,877)

1-61 of 61 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.