Maarten Grootendorst (@MaartenGr)

Top repositories

1

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Python
4,444
star
2

KeyBERT

Minimal keyword extraction with BERT
Python
2,474
star
3

PolyFuzz

Fuzzy string matching, grouping, and evaluation.
Python
649
star
4

Concept

Concept Modeling: Topic Modeling on Images and Text
Python
149
star
5

soan

Social Analysis based on Whatsapp data
Python
124
star
6

cTFIDF

Creating class-based TF-IDF matrices
Python
67
star
7

ML-API

Guide on creating an API for serving your ML model
Jupyter Notebook
63
star
8

Projects

Data Science Portfolio
Jupyter Notebook
63
star
9

ReinLife

Creating Artificial Life with Reinforcement Learning
Python
56
star
10

CustomerSegmentation

Analysis for Customer Segmentation
Jupyter Notebook
56
star
11

streamlit_guide

A guide on creating and deploying your Streamlit application to Heroku
Python
47
star
12

feature-engineering

Tips for Advanced Feature Engineering
Jupyter Notebook
47
star
13

BERTopic_evaluation

Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*
Python
40
star
14

boardgame

Heroku app to explore boardgame data
Jupyter Notebook
20
star
15

UnitTesting

Guide for applying Unit Testing in data-driven projects
Python
18
star
16

Sprite-Generator

Python procedural sprite generator
Jupyter Notebook
15
star
17

VLAC

Vectors of Locally Aggregated Concepts
Jupyter Notebook
10
star
18

InterpretableML

My analyses for interpretable Machine Learning
Jupyter Notebook
7
star
19

Reviewer

Tool for extracting and analyzing IMDB reviews
Jupyter Notebook
7
star
20

validation

Overview of validation techniques
Jupyter Notebook
6
star
21

ReinforcementLearning

Train SOTA RL-algorithms using Stable Baselines andย Gym
Jupyter Notebook
4
star
22

cars_dashboard

Dashboard for the cars dataset
Python
3
star
23

MaartenGr

Python
3
star
24

PotholeDetection

Detection of Potholes in Images
Jupyter Notebook
2
star
25

fitbit

Analysis of my FitBit data
Jupyter Notebook
1
star
26

temp

Personal Website
CSS
1
star
27

DisneyTournament

Statistically Generated Disney Tournament Bracket
Jupyter Notebook
1
star
28

BoardGames

Analysis of board game matches
Jupyter Notebook
1
star