MaartenGr/BoardGames

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Created over 5 years ago
Updated over 5 years ago

MaartenGr/BoardGames

MaartenGr

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Analysis of board game matches

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

ML-API

Guide on creating an API for serving your ML model

Jupyter Notebook

Projects

Data Science Portfolio

Jupyter Notebook

ReinLife

Creating Artificial Life with Reinforcement Learning

CustomerSegmentation

Analysis for Customer Segmentation

Jupyter Notebook

streamlit_guide

A guide on creating and deploying your Streamlit application to Heroku

feature-engineering

Tips for Advanced Feature Engineering

Jupyter Notebook

BERTopic_evaluation

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

boardgame

Heroku app to explore boardgame data

Jupyter Notebook

UnitTesting

Guide for applying Unit Testing in data-driven projects

Sprite-Generator

Python procedural sprite generator

Jupyter Notebook

VLAC

Vectors of Locally Aggregated Concepts

Jupyter Notebook

Reviewer

Tool for extracting and analyzing IMDB reviews

Jupyter Notebook

InterpretableML

My analyses for interpretable Machine Learning

Jupyter Notebook

validation

Overview of validation techniques

Jupyter Notebook

ReinforcementLearning

Train SOTA RL-algorithms using Stable Baselines and Gym

Jupyter Notebook

cars_dashboard

Dashboard for the cars dataset

MaartenGr

PotholeDetection

Detection of Potholes in Images

Jupyter Notebook

fitbit

Analysis of my FitBit data

Jupyter Notebook

DisneyTournament

Statistically Generated Disney Tournament Bracket

Jupyter Notebook