Maarten Grootendorst (@MaartenGr)
github

MaartenGr

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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

Reviewer

Tool for extracting and analyzing IMDB reviews
Jupyter Notebook
7
star
19

InterpretableML

My analyses for interpretable Machine Learning
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

DisneyTournament

Statistically Generated Disney Tournament Bracket
Jupyter Notebook
1
star
27

BoardGames

Analysis of board game matches
Jupyter Notebook
1
star