Skip to content
View krzyzinskim's full-sized avatar
🐈
🐈
12 followers · 22 following

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

Highlights

  • Pro

Block or report krzyzinskim

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
krzyzinskim/README.md

Hi there! 👋

  • 👨🏻‍💻 Currently, I'm a ML Security Engineer at Snowflake. Previously I was a member of MI².AI, where I was working on explainable artificial intelligence and applications of machine learning in healthcare.

  • 👀 I'm interested in AI security.

  • 📂 Some of my academic projects:

    • SurvSHAP(t) - the method developed for time-dependent explanations of survival models (with Python implementation)
    • survex - the R package providing model-agnostic explanations for survival models
    • Aspect - the module of the dalex Python package for global and local explanations that take into account the dependencies between the variables
    • artemis - the Python package with explanation methods for extraction of feature interactions from predictive models
    • treeshap - the R package for fast computation of SHAP values using TreeSHAP algorithm (mantaining and improving)
    • check my papers on Scholar

  • 📫 Reach me:

Pinned Loading

  1. MI2DataLab/survshap MI2DataLab/survshap Public

    SurvSHAP(t): Time-dependent explanations of machine learning survival models

    Jupyter Notebook 82 15

  2. ModelOriented/survex ModelOriented/survex Public

    Explainable Machine Learning in Survival Analysis

    R 104 10

  3. ModelOriented/DALEX ModelOriented/DALEX Public

    moDel Agnostic Language for Exploration and eXplanation

    Python 1.4k 168

  4. MI2DataLab/MI2DataLab_Seminarium MI2DataLab/MI2DataLab_Seminarium Public

    Materiały z seminariów prowadzonych w MI^2 DataLabie.

    HTML 32 23

  5. 2021L-WB-Book 2021L-WB-Book Public

    Forked from mini-pw/2021L-WB-Book

    TeX

  6. ModelOriented/DALEX-docs ModelOriented/DALEX-docs Public

    Documentation for the DALEX project

    Jupyter Notebook 34 39