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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 229 28

  2. SDE SDE Public

    Example codes for the book Applied Stochastic Differential Equations

    MATLAB 182 44

  3. kalman-jax kalman-jax Public

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

    Jupyter Notebook 98 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 6

  6. vio_benchmark vio_benchmark Public

    Tools for benchmarking different Visual-Inertial Odometry solutions

    Python 58 13

Repositories

Showing 10 of 45 repositories
  • apml Public

    Advances in Probabilistic Machine Learning Seminar

    AaltoML/apml’s past year of commit activity
    1 0 0 0 Updated Dec 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 21 MIT 2 0 0 Updated Dec 10, 2024
  • BayesVLM Public

    Code for Post-hoc Probabilistic Vision-Language Models

    AaltoML/BayesVLM’s past year of commit activity
    2 MIT 0 0 0 Updated Dec 10, 2024
  • desplat Public

    DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering

    AaltoML/desplat’s past year of commit activity
    15 MIT 0 0 0 Updated Dec 8, 2024
  • FlatFSL Public

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

    AaltoML/FlatFSL’s past year of commit activity
    0 MIT 0 0 0 Updated Dec 5, 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 2 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 229 Apache-2.0 28 2 0 Updated Dec 22, 2023
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