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fnauman/README.md

I am a AI researcher at the Research Institutes of Sweden (RISE), Linköping. I am working on projects that use machine learning to improve sustainability in Swedish industries. My work involves time series and computer vision. My background is in physics, in particular, computational fluid dynamics for astrophysical flows.

I am interested in various techniques related to time series and dynamical systems.

Popular repositories

  1. timeseries timeseries Public

    Modeling time series using TensorFlow, scikit-learn, SINDy, SARIMA

    Jupyter Notebook 16 7

  2. ML_alpha2 ML_alpha2 Public

    Machine learning applied to alpha^2 dynamo simulations

    Jupyter Notebook 5 3

  3. timeseries_notes timeseries_notes Public

    Notes, links, ideas on analyzing time series

    1

  4. nn_template nn_template Public

    A template from grok-AI: lightning, hydra, dvc, streamlit, wandb, mkdocs

    Python 1

  5. dysts dysts Public

    Forked from williamgilpin/dysts

    More than a hundred strange attractors

    Jupyter Notebook 1

  6. fnauman.github.io fnauman.github.io Public

    Farrukh's webpage

    SCSS