lucapantea

active-learning

Human in the Loop Machine Learning project on Active Learning

Causality-for-Insurance

A project investigated how the social environment of rice farmers in rural China influences whether they will acquire insurance.

cse3000-research-project.github.io

custom-stable-diffusion

A latent text-to-image diffusion model

Deep-Learning

Deep Learning Assignments at UvA

FACT-AI

Reproducibility report for "CrossWalk: Fairness-enhanced Node Representation Learning" - Investigating the original claims, code refactoring, ablation study, visualisations and a proposed enhancement.

LightGCN

In this work, we aim to not only reproduce the LightGCN paper, but also close the research gap by coming up with additional experiments and evaluation methods to see how different variants of LightGCN behave in different scenarios.

machine-learning

Machine Learning Final Assignment at TU Delft

research-project

Bachelor Thesis on Dynamic User Preferences in Recommendation Systems using Deep Reinforcement Learning

ToGePi

Investigating the extent to which structural encodings in geometric methods contribute in capturing topological information and developing a generic framework (ToGePi) to inject topological and geometric information into MPNN architectures.

lucapantea/LightGCN

In this work, we aim to not only reproduce the LightGCN paper, but also close the research gap by coming up with additional experiments and evaluation methods to see how different variants of LightGCN behave in different scenarios.

lucapantea/machine-learning

Machine Learning Final Assignment at TU Delft

lucapantea/Deep-Learning

Deep Learning Assignments at UvA

lucapantea/research-project

Bachelor Thesis on Dynamic User Preferences in Recommendation Systems using Deep Reinforcement Learning

lucapantea/active-learning

Human in the Loop Machine Learning project on Active Learning

lucapantea/Causality-for-Insurance

A project investigated how the social environment of rice farmers in rural China influences whether they will acquire insurance.

lucapantea/cse3000-research-project.github.io

lucapantea/custom-stable-diffusion

A latent text-to-image diffusion model

lucapantea/FACT-AI

Reproducibility report for "CrossWalk: Fairness-enhanced Node Representation Learning" - Investigating the original claims, code refactoring, ablation study, visualisations and a proposed enhancement.

lucapantea/jekyll4-deploy-gh-pages

Builds & deploys a Jekyll 4.x site to gh-pages branch of the same repository.

lucapantea/lucapantea

Profile page

lucapantea/ml-stable-diffusion

Stable Diffusion with Core ML on Apple Silicon

lucapantea/netflix-recommendation

Netflix Challenge - Movie rating prediction

lucapantea/pyserial

Python serial port access library

lucapantea/sustainable-energy-supply

Project Design of Sustainable Energy Supply

lucapantea/ToGePi

Investigating the extent to which structural encodings in geometric methods contribute in capturing topological information and developing a generic framework (ToGePi) to inject topological and geometric information into MPNN architectures.

lucapantea/trfl

TensorFlow Reinforcement Learning

lucapantea/yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

lucapantea/lucapantea.github.io

lucapantea/pyslurm

Python Interface to Slurm

lucapantea/RecSysDatasets

This is a repository of public data sources for Recommender Systems (RS).