Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Gaussian Mixture Model implementation #369

Open
wants to merge 15 commits into
base: main
Choose a base branch
from
Open

Gaussian Mixture Model implementation #369

wants to merge 15 commits into from

Commits on Apr 15, 2024

  1. Starting work on GMM.

    @Craigacp
    Craigacp committed Apr 15, 2024
    Configuration menu
    Copy the full SHA
    6e734c2 View commit details
    Browse the repository at this point in the history

Commits on Apr 16, 2024

  1. More work on GMM training method.

    @Craigacp
    Craigacp committed Apr 16, 2024
    Configuration menu
    Copy the full SHA
    556be16 View commit details
    Browse the repository at this point in the history

  2. Modernizing KMeansTrainer.

    @Craigacp
    Craigacp committed Apr 16, 2024
    Configuration menu
    Copy the full SHA
    4c68a52 View commit details
    Browse the repository at this point in the history

Commits on Apr 17, 2024

  1. Moving logsumexp from ChainHelper to a method on DenseVector.

    @Craigacp
    Craigacp committed Apr 17, 2024
    Configuration menu
    Copy the full SHA
    f07b524 View commit details
    Browse the repository at this point in the history

  2. Filling out GaussianMixtureModel class.

    @Craigacp
    Craigacp committed Apr 17, 2024
    Configuration menu
    Copy the full SHA
    a3d2140 View commit details
    Browse the repository at this point in the history

Commits on Apr 20, 2024

  1. Filling out GMMTrainer.train.

    @Craigacp
    Craigacp committed Apr 20, 2024
    Configuration menu
    Copy the full SHA
    3f0ec54 View commit details
    Browse the repository at this point in the history

Commits on Apr 22, 2024

  1. Implementing MultivariateNormalDistribution.logProbability.

    @Craigacp
    Craigacp committed Apr 22, 2024
    Configuration menu
    Copy the full SHA
    3f8fc38 View commit details
    Browse the repository at this point in the history

Commits on Apr 23, 2024

  1. Working on covariance calculation.

    @Craigacp
    Craigacp committed Apr 23, 2024
    Configuration menu
    Copy the full SHA
    80dba64 View commit details
    Browse the repository at this point in the history

Commits on Apr 28, 2024

  1. Code compiles for GMM. Inference still isn't quite right though.

    @Craigacp
    Craigacp committed Apr 28, 2024
    Configuration menu
    Copy the full SHA
    762a2c4 View commit details
    Browse the repository at this point in the history

Commits on Apr 29, 2024

  1. Fix bugs in MultivariateNormalDistribution, Cholesky.determinant, LU.… 

    …determinant, SparseVector.subtract.
    @Craigacp
    Craigacp committed Apr 29, 2024
    Configuration menu
    Copy the full SHA
    b8a9b3b View commit details
    Browse the repository at this point in the history

  2. Fixing bugs in GMM.

    @Craigacp
    Craigacp committed Apr 29, 2024
    Configuration menu
    Copy the full SHA
    a818f75 View commit details
    Browse the repository at this point in the history

  3. Small tidy ups to Math.

    @Craigacp
    Craigacp committed Apr 29, 2024
    Configuration menu
    Copy the full SHA
    ceaeb21 View commit details
    Browse the repository at this point in the history

  4. Fixing diagonal and spherical coveriance estimation.

    @Craigacp
    Craigacp committed Apr 29, 2024
    Configuration menu
    Copy the full SHA
    3f4614b View commit details
    Browse the repository at this point in the history

Commits on May 2, 2024

  1. Adding a mixture distribution and a distribution interface.

    @Craigacp
    Craigacp committed May 2, 2024
    Configuration menu
    Copy the full SHA
    8555926 View commit details
    Browse the repository at this point in the history

Commits on May 20, 2024

  1. Fixing parallel reduction by converting it into collect.

    @Craigacp
    Craigacp committed May 20, 2024
    Configuration menu
    Copy the full SHA
    356a355 View commit details
    Browse the repository at this point in the history