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@AaltoML

AaltoML

Machine learning group at Aalto University lead by Prof. Solin

Popular repositoriesLoading

  1. BayesNewtonBayesNewtonPublic

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

    Python 232 29

  2. SDESDEPublic

    Example codes for the book Applied Stochastic Differential Equations

    MATLAB 187 46

  3. kalman-jaxkalman-jaxPublic

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

    Jupyter Notebook 98 13

  4. generative-inverse-heat-dissipationgenerative-inverse-heat-dissipationPublic

    Code release for the paper Generative Modeling With Inverse Heat Dissipation

    Python 63 7

  5. GP-MVSGP-MVSPublic

    Multi-View Stereo by Temporal Nonparametric Fusion

    Python 62 6

  6. vio_benchmarkvio_benchmarkPublic

    Tools for benchmarking different Visual-Inertial Odometry solutions

    Python 59 13

Repositories

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Showing 10 of 46 repositories
  • FlatFSL Public

    Code for "Flatness Improves Backbone Generalisation in Few-shot Classification", WACV 2025.

    AaltoML/FlatFSL’s past year of commit activity
    Python 1MIT0 0 0 UpdatedMar 15, 2025
  • BayesVLM Public

    Code for Post-hoc Probabilistic Vision-Language Models

    AaltoML/BayesVLM’s past year of commit activity
    Python 4MIT0 0 0 UpdatedMar 7, 2025
  • SUQ Public

    SUQ: Streamlined Uncertainty Quantification

    AaltoML/SUQ’s past year of commit activity
    1MIT0 0 0 UpdatedFeb 28, 2025
  • apml Public

    Advances in Probabilistic Machine Learning Seminar

    AaltoML/apml’s past year of commit activity
    10 0 0 UpdatedDec 19, 2024
  • 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 22MIT 2 0 0 UpdatedDec 10, 2024
  • desplat Public

    DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering

    AaltoML/desplat’s past year of commit activity
    18MIT0 0 0 UpdatedDec 8, 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 1MIT0 0 0 UpdatedMay 15, 2024
  • sfr Public

    PyTorch implementation of Sparse Function-space Representation of Neural Networks

    AaltoML/sfr’s past year of commit activity
    Jupyter Notebook 4MIT 1 0 0 UpdatedApr 12, 2024
  • gpt-2-Pytorch Public Forked fromgraykode/gpt-2-Pytorch

    Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

    AaltoML/gpt-2-Pytorch’s past year of commit activity
    Python0MIT 231 0 0 UpdatedMar 11, 2024
  • vi-diffusion-processes Public Forked fromsecondmind-labs/markovflow

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

    AaltoML/vi-diffusion-processes’s past year of commit activity
    Python 2Apache-2.0 6 0 0 UpdatedFeb 27, 2024

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