marnixkoops

peacock

🦚 A vibrant yet elegant VS Code theme.

hyperscale

⚡ Scalable recommendation serving and vector similarity search

kendrite

A framework for attentive explainable deep learning on tabular data

LightGBM-cloud-forecast

Scalable gradient boosted decision tree (GBDT) cloud framework to predict daily sales for 40.000+ unique items

timefold

Cross-validation methods for time-series data in Python

elo-recommender

Top 2 percent Kaggle competition solution for Elo Merchant Category Recommendation

HyperOptimization

Bayesian model-based hyperparameter optimization

rnn-recommender-system

audioViT

Vision Transformer for audio classification using mel-spectograms

lightning-matrix-factorization

PyTorch Lightning implementation of Matrix Factorization

applyingml

📌 Papers, guides, and mentor interviews on applying machine learning for applyingml.com—the ghost knowledge of ML.

Atom-Setup

:atom: Atom packages and settings sync

bayesian-personalized-ranking

TF1 Bayesian Personalized Ranking (BPR) test

kedro

A Python framework for creating reproducible, maintainable and modular data science code.

ktext

Utilities for preprocessing text for deep learning with Keras

marnixkoops

marnixkoops.github.io

Simple landing page

ML-NucleusClassification

Classification of breast cancer cell nucleus images using ML algorithms (2016)

mlflow

Open source platform for the machine learning lifecycle

modin

Modin: Speed up your Pandas workflows by changing a single line of code

MultivariateStatistics

Theory, code & application of fundamental multivariate analysis methods (2017)

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

rnn-gru-item-ranker

seq2vec

Word2Vec embedding neural network for sequence-based item recommendation

shap

A unified approach to explain the output of any machine learning model.

single-flow-rnn

GRU Network for seq2seq modeling

target-encoding

Target Encoding for high cardinality categorical features 🐍

target_encoding

tensorflow-build

Custom build TensorFlow wheels

vlab