Maarten Grootendorst

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

KeyBERT. Minimal keyword extraction with BERT

PolyFuzz. Fuzzy string matching, grouping, and evaluation.

Concept. Concept Modeling: Topic Modeling on Images and Text

soan. Social Analysis based on Whatsapp data

cTFIDF. Creating class-based TF-IDF matrices

BERTopic_evaluation. Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*

ReinLife. Creating Artificial Life with Reinforcement Learning

Projects. Data Science Portfolio

CustomerSegmentation. Analysis for Customer Segmentation

ML-API. Guide on creating an API for serving your ML model

Sprite-Generator. Python procedural sprite generator

feature-engineering. Tips for Advanced Feature Engineering

streamlit_guide. A guide on creating and deploying your Streamlit application to Heroku

boardgame. Heroku app to explore boardgame data

UnitTesting. Guide for applying Unit Testing in data-driven projects

VLAC. Vectors of Locally Aggregated Concepts

Reviewer. Tool for extracting and analyzing IMDB reviews

InterpretableML. My analyses for interpretable Machine Learning

validation. Overview of validation techniques

ReinforcementLearning. Train SOTA RL-algorithms using Stable Baselines and Gym

MaartenGr. Python

Best-README-Template. An awesome README template to jumpstart your projects!

spaCy. 💫 Industrial-strength Natural Language Processing (NLP) in Python

fitbit. Analysis of my FitBit data

cars_dashboard. Dashboard for the cars dataset

DisneyTournament. Statistically Generated Disney Tournament Bracket

allennlp. An open-source NLP research library, built on PyTorch.

keras_svm. Jupyter Notebook

PotholeDetection. Detection of Potholes in Images

BoardGames. Analysis of board game matches