Luca Pantea's Projects
Human in the Loop Machine Learning project on Active Learning
A project investigated how the social environment of rice farmers in rural China influences whether they will acquire insurance.
A latent text-to-image diffusion model
Deep Learning Assignments at UvA
Reproducibility report for "CrossWalk: Fairness-enhanced Node Representation Learning" - Investigating the original claims, code refactoring, ablation study, visualisations and a proposed enhancement.
Builds & deploys a Jekyll 4.x site to gh-pages branch of the same repository.
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.
Profile page
Machine Learning Final Assignment at TU Delft
Stable Diffusion with Core ML on Apple Silicon
Netflix Challenge - Movie rating prediction
Python serial port access library
Python Interface to Slurm
This is a repository of public data sources for Recommender Systems (RS).
Bachelor Thesis on Dynamic User Preferences in Recommendation Systems using Deep Reinforcement Learning
Project Design of Sustainable Energy Supply
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.
TensorFlow Reinforcement Learning
YOLOv5 đ in PyTorch > ONNX > CoreML > TFLite
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent