aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

FMA: A Dataset For Music Analysis

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, B…

Instructional notebooks on music information retrieval.

This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)

A curated collection of approaches to designing large scale distributed systems.

🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-play…

Framework to learn Named Entity Recognition models without labelled data using weak supervision.

An open-source tool for calculating and reporting spatial indicators for healthy, sustainable cities worldwide using open or custom data.

In this notebook several classes of multi-armed bandits are implemented. This includes epsilon greedy, UCB, Linear UCB (Contextual bandits) and Kernel UCB. Some of the well cited papers in this con…

The transcripts of Grand National Assembly of Turkish Parliament (TBMM) meetings which span nearly a century between 1920 and 2015.