Rizky Luthfianto's starred repositories
PyTorch-BigGraph
Generate embeddings from large-scale graph-structured data.
tensor-house
A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.
linearmodels
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
PiML-Toolbox
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
human-learn
Natural Intelligence is still a pretty good idea.
Hands-On-Graph-Neural-Networks-Using-Python
Hands-On Graph Neural Networks Using Python, published by Packt
conformal-predictions-from-scratch
Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
fastnode2vec
Fast and scalable node2vec implementation
IdMyPhBuildingFootprints
ML generated building footprints for Indonesia, Malaysia, and Philippines
active-bayesian-causal-inference
Active Bayesian Causal Inference (Neurips'22)
pu-learning
A collection of notebooks that implement algorithms introduced in "Learning from positive and unlabeled data: a survey"
Face-anti-spoofing-based-on-color-texture-analysis
Face anti-spoofing based on color texture analysis
Design-Based-Inference
Design-Based Inference Mixtape Session taught by Peter Hull
polynomial_boosting
Gradient Boosting with Polynomial Regression CART stumps