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Jakub Wiśniewski's Projects

2020l-wum icon 2020l-wum

projekty z przedmiotu Wstęp Do Uczenia Maszynowego w semestrze letnim 2020

2021l-wb-ml icon 2021l-wb-ml

⚙️ Case Study course for DS studies in Summer 2020/21

dalex icon dalex

moDel Agnostic Language for Exploration and eXplanation

defteval icon defteval

Official Contribution for DeftEval 2020, Task 6 Subtask 1 from SemEval 2020 Competition. Solving NLP problem of "extracting term-definition pairs in free text" in multiple approaches ranging from highly simple till very complex modern ones.

dtu-2024-mlops icon dtu-2024-mlops

Exercises and supplementary material for the machine learning operations course at DTU.

fairness-in-ml icon fairness-in-ml

This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.

fairtorch icon fairtorch

PyTorch implementation of parity loss as constraints function to realize the fairness of machine learning.

farm icon farm

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

haystack icon haystack

:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!

ingredients icon ingredients

Model ingredients - model level feature effects and feature importance

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