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7 followers · 15 following
  • Enschede
  • 06:07 (UTC +01:00)

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AnjaliML/README.md

Hi there 👋

AnjaliML

Hello, I'm Anjali Suman. I'm a statistician by training and have an interest in machine learing.

Currently, I am working on a project that combines machine learning with survival analysis for predictive maintenance under the mentorship of Prof. Akash Deep (@deepakash9) at Oklahoma State University.

In this project, we use a deep learning approach to modify the classical Cox proportional hazards model from biostatistics. Our goal is to predict when a machine will fail next and intervene with maintenance before failure occurs, using the machine's covariates as input. This work has taught me to apply advanced analytical methods to practical problems and has given me experience in developing innovative algorithms for complex data interpretation tasks.

Anjali's GitHub streak

Anjali's GitHub stats Top Langs

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I'm a Night 🦉

🌞 Morning                31 commits          ████░░░░░░░░░░░░░░░░░░░░░   16.67 % 
🌆 Daytime                22 commits          ███░░░░░░░░░░░░░░░░░░░░░░   11.83 % 
🌃 Evening                127 commits         █████████████████░░░░░░░░   68.28 % 
🌙 Night                  6 commits           █░░░░░░░░░░░░░░░░░░░░░░░░   03.23 %

📅 I'm Most Productive on Wednesday

Monday                   24 commits          ███░░░░░░░░░░░░░░░░░░░░░░   12.90 % 
Tuesday                  27 commits          ████░░░░░░░░░░░░░░░░░░░░░   14.52 % 
Wednesday                37 commits          █████░░░░░░░░░░░░░░░░░░░░   19.89 % 
Thursday                 17 commits          ██░░░░░░░░░░░░░░░░░░░░░░░   09.14 % 
Friday                   29 commits          ████░░░░░░░░░░░░░░░░░░░░░   15.59 % 
Saturday                 15 commits          ██░░░░░░░░░░░░░░░░░░░░░░░   08.06 % 
Sunday                   37 commits          █████░░░░░░░░░░░░░░░░░░░░   19.89 %

Pinned Loading

  1. AcademicWebsiteSampling AcademicWebsiteSampling Public

    Using random sampling, we try to assess the quality of the website: www.du.ac.in

    HTML

  2. Anjali_CV Anjali_CV Public

    TeX

  3. FantasyCricket FantasyCricket Public

    Here, we predict the credit score of an individual player given their past performance

    MATLAB

  4. findingPi findingPi Public

    In this repository, we will use different ways to find the value of pi

    Jupyter Notebook 1

  5. InterStateMigrationIndia InterStateMigrationIndia Public

    Inter state migration pattern among Indian states. Using pandas, geopandas, and seaborne

    HTML

  6. pycox_Anjali pycox_Anjali Public

    Forked from havakv/pycox

    Survival analysis with PyTorch: special emphasis is to understand the DeepSurv package

    Python