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@AaltoML

AaltoML

Machine learning group at Aalto University lead by Prof. Solin

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  1. BayesNewton BayesNewton Public

    Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.

    Python 227 28

  2. SDE SDE Public

    Example codes for the book Applied Stochastic Differential Equations

    MATLAB 184 44

  3. kalman-jax kalman-jax Public

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

    Jupyter Notebook 95 13

  4. GP-MVS GP-MVS Public

    Multi-View Stereo by Temporal Nonparametric Fusion

    Python 61 6

  5. generative-inverse-heat-dissipation generative-inverse-heat-dissipation Public

    Code release for the paper Generative Modeling With Inverse Heat Dissipation

    Python 59 7

  6. vio_benchmark vio_benchmark Public

    Tools for benchmarking different Visual-Inertial Odometry solutions

    Python 58 13

Repositories

Showing 10 of 42 repositories
  • uncertainty-nerf-gs Public

    Code release for the paper "Sources of Uncertainty in 3D Scene Reconstruction"

    AaltoML/uncertainty-nerf-gs’s past year of commit activity
    Python 19 MIT 2 1 1 Updated Oct 25, 2024
  • apml Public

    Advances in Probabilistic Machine Learning Seminar

    AaltoML/apml’s past year of commit activity
    1 0 0 0 Updated Oct 22, 2024
  • sfr-experiments Public

    Code accompanying ICLR 2024 paper "Function-space Parameterization of Neural Networks for Sequential Learning"

    AaltoML/sfr-experiments’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated May 15, 2024
  • sfr Public

    PyTorch implementation of Sparse Function-space Representation of Neural Networks

    AaltoML/sfr’s past year of commit activity
    Jupyter Notebook 5 MIT 1 0 0 Updated Apr 12, 2024
  • gpt-2-Pytorch Public Forked from graykode/gpt-2-Pytorch

    Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

    AaltoML/gpt-2-Pytorch’s past year of commit activity
    Python 0 MIT 230 0 0 Updated Mar 11, 2024
  • vi-diffusion-processes Public Forked from secondmind-labs/markovflow

    Code for 'Variational Gaussian Process Difussion Processes' (AISTATS 2024)

    AaltoML/vi-diffusion-processes’s past year of commit activity
    Python 1 Apache-2.0 6 0 0 Updated Feb 27, 2024
  • BayesNewton Public

    Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.

    AaltoML/BayesNewton’s past year of commit activity
    Python 227 Apache-2.0 28 2 0 Updated Dec 22, 2023
  • calibrated-dnn Public

    Repository containing code for the paper: Fixing Overconfidence in Dynamic Neural Networks

    AaltoML/calibrated-dnn’s past year of commit activity
    Python 3 MIT 1 1 0 Updated Dec 7, 2023
  • iterative-smoothing-bridge Public

    Code for 'Transport with Support: Data-Conditional Diffusion Bridges'

    AaltoML/iterative-smoothing-bridge’s past year of commit activity
    Python 4 MIT 0 1 0 Updated Nov 24, 2023
  • psd-pc Public

    Repository for code utilized in 'Encoding Negative Dependencies in Probabilistic Circuits' paper submitted to the Tractable Probabilistic Modelling 2023 workshop

    AaltoML/psd-pc’s past year of commit activity
    0 MIT 0 0 0 Updated Aug 22, 2023

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