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@Advestis

R&D Forvis Mazars

Forward Vision
README.md

R&D Forvis Mazars (France)

Advestis is now fully integrated into Forvis Mazars, allowing us to operate as a unified team.

linkedin website

Our public packages

Utilities

  • TransparentPath : A pathlib-like way to handle paths on Google Cloud Storage. Developed by our former Lead Python Engineer Philippe Cotte.
  • MailUtility : Package containing a tool to send mail and a tool to monitor a mailbox easily. Supports remote directories with TransparentPath.
  • TableWriter : Class used to produce a ready-to-compile .tex file containing a table from a pandas or dask DataFrame object. Can also compile the .tex to produce a .pdf.
  • PDFFactory : Class to update and/or create a PDF object, and add pages to it. Supports matplotlib.figure and tablewriter.TableWriter objects.
  • HtmlMerger : Package allowing to merge all HTML files in a directory in a single file.
  • Color and Style Cycler : Cycler for matplotlib. Can cycle through combination of colors and line or marker styles.
  • AdRubix : RubixHeatmap class for plotting complex, highly customizable heatmaps with metadata as HTML and PNG.
  • AdParallelEngine : A package wrapped around Dask, mpi4py and basic Python's multiprocessing libraries providing an easy way to make parallel maps.

Numerical Analysis

  • AdAdjust : Package allowing to fit any mathematical function to (for now 1D only) data.
  • AdAnnealing : Package doing simulated annealing.

Algorithms

  • IFRA : Interpretable Federated Rule Algorithm.
  • RIPE (forked from thibaulthans/RIPE) : Implementation of a rule based prediction algorithm called RIPE.
  • RICE : Implementation of a rule-based prediction algorithm called RICE (Rule Induction Covering Estimator). RICE is a deterministic and interpretable algorithm, for regression problem.
  • ruleskit : Package implementing all useful tools for rule-based machine learning algorithms.
  • els_paper : Repository for the Elsevier Energy and AI 2022 paper "Stress Testing Electrical Grids: Generative Adversarial Networks For Load Scenario Generation".
  • ctgan : Conditional GAN for generating synthetic tabular data.
  • Interpretability : Code and Data for the paper A rigorous method to compare interpretability of rule-based algorithms.

Multivariate Analysis

  • adNMTF : Non-Negative Matrix and Tensor Factorizations.
  • adILSM : ILSM is Integrated Latent Multi Source Model.
  • nmf-rank-determination : Official GitHub repository for the original MDPI Mathematics paper.
  • enAInem : Algorithms for decomposing nonnegative multiway array and multi-view data into rank-1. nonnegative tensors.

Note that enAInem combines adNMTF and adILSM, which are maintained for legacy purposes.

Our published papers

Our publications are available here : https://www.advestis.com/research.

Popular repositories Loading

  1. transparentpath transparentpath Public

    A class that allows one to use a path in a local file system or a gcs file system (more or less) in almost the same way one would use a pathlib.Path object.

    Python 8 2

  2. RIPE RIPE Public

    Forked from thibaulthans/RIPE Rule Induction Partitioning Estimator

    Jupyter Notebook 4 1

  3. htmlmerger htmlmerger Public

    A package allowing to merge all html files in a directory in a single file.

    Python 4 5

  4. Interpretability Interpretability Public

    Code and Data for the paper A rigorous method to compare interpretability of rule-based algorithms.

    Python 3 1

  5. ruleskit ruleskit Public

    Generic rule package for rule-based algorithms

    Python 3 2

  6. adnmtf adnmtf Public

    Non-Negative Matrix and Tensor Factorizations

    Python 3 1

Repositories

Showing 10 of 23 repositories
  • enAInem Public

    Algorithms for decomposing nonnegative multiway array and multi-view data into rank-1 nonnegative tensors

    Advestis/enAInem’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jan 22, 2025
  • .github Public
    Advestis/.github’s past year of commit activity
    0 0 0 0 Updated Jan 18, 2025
  • adilsm Public
    Advestis/adilsm’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Aug 2, 2024
  • adnmtf Public

    Non-Negative Matrix and Tensor Factorizations

    Advestis/adnmtf’s past year of commit activity
    Python 3 MIT 1 1 0 Updated Apr 29, 2024
  • nmf-rank-determination Public
    Advestis/nmf-rank-determination’s past year of commit activity
    Python 1 0 0 0 Updated Nov 13, 2023
  • adrubix Public

    RubixHeatmap class for plotting complex, highly customizable heatmaps with metadata as HTML and PNG

    Advestis/adrubix’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Oct 5, 2023
  • htmlmerger Public

    A package allowing to merge all html files in a directory in a single file.

    Advestis/htmlmerger’s past year of commit activity
    Python 4 GPL-3.0 5 0 1 Updated May 13, 2023
  • transparentpath Public

    A class that allows one to use a path in a local file system or a gcs file system (more or less) in almost the same way one would use a pathlib.Path object.

    Advestis/transparentpath’s past year of commit activity
    Python 8 GPL-3.0 2 4 1 Updated Dec 20, 2022
  • mailutility Public

    A package containing a tool to send mail and a tool to monitor a mailbox easily.

    Advestis/mailutility’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Sep 29, 2022
  • els_paper Public

    Repository for the Elsevier Energy and AI 2022 paper "Stress Testing Electrical Grids: Generative Adversarial Networks For Load Scenario Generation"

    Advestis/els_paper’s past year of commit activity
    0 0 0 0 Updated Aug 17, 2022
View all repositories

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