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albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

albert-guide

Understanding "A Lite BERT". An Transformer approach for learning self-supervised Language Models.

arrrrrmin

arrrrrmin.netlify.com

Small thinking, working, and development bubble. Build with hugo, styling based on PaperMod.

autoencoders

An ongoing repository for hands-on lectures for unsupervised learning using auto encoders.

cloudfront-cognito-auth

Lambda@edge to secure cloudfront distributions using cognito as IDP in python

codecarbon

Track emissions from Compute and recommend ways to reduce their impact on the environment.

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

fastapi-github-oauth

An isolated example to show github authorization-code oauth flow in fastapi for web application flow + simple HttpBearer route dependency

gutentag

GutenTAG is an extensible tool to generate time series datasets with and without anomalies; integrated with TimeEval.

moto

A library that allows you to easily mock out tests based on AWS infrastructure.

nlp-lecture

Lecture notes and examples for nlp-lecture at HSRT (Reutlingen University)

poetry-requirements

A pre-commit hook to automatically generate the projects requirement.txt file using `poetry export`.

ranking-metrics

A repository to understand ranking metrics as described by Musgrave et al. (2020). Plus some other metrics utilising confidence values.

rrcf

🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams