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Mirek Wilmer's Projects

30-days-of-python icon 30-days-of-python

30 days of Python programming challenge is a step by step guide to learn Python programming language in 30 days.

atsaf icon atsaf

Applied Time Series Analysis and Forecasting

bertopic icon bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

big_transfer icon big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

causalpy icon causalpy

A Python package for causal inference in quasi-experimental settings

chatgpt-advanced icon chatgpt-advanced

A browser extension that augments your ChatGPT prompts with web results.

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALLΒ·E.

docs icon docs

TensorFlow documentation

dowhy icon dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

econml icon econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal in

elyra icon elyra

Elyra extends JupyterLab Notebooks with an AI centric approach.

former icon former

Simple transformer implementation from scratch in pytorch.

k-means-clustering icon k-means-clustering

Implementation of the kmeans-clustering algorithm using multithreading, both in C++ and Python

keybert icon keybert

Minimal keyword extraction with BERT

learn-python icon learn-python

πŸ“š Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

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