Pinned Repositories
CategoricalNF
Official repository for "Categorical Normalizing Flows via Continuous Transformations"
deceptive-attention-reproduced
Reproduction and replication of the paper "Learning to deceive with attention-based explanations." by Pruthi et al.
DL-UvA
faiss
A library for efficient similarity search and clustering of dense vectors.
flappy-bird-AI
Flappy-bird bot trained using an evolutionary algorithm. Implemented in Python.
Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
hello-word
Github guide
PIA-on-CNN
Official implementation of Property Inference Attacks on Convolutional Neural Networks:Influence and Implications of Target Model’s Complexity.
sudoku
Sudoku implemented in PyGame. Includes UI, solver, and online sudoku scraper
SURFBoard
Large-scale HPC infrastructures are enablers for scientific research in many domains. The recent advances in machine learning (ML)have led to an ever-increasing demand for computation power, as well as the design of complex operational workflows. Understanding the performance and efficiency of these workflows is key to productivity, knowledge and model sharing, and energy efficiency. We propose the design of a container-based framework for reproducible performance analysis.
matprst's Repositories
matprst/PIA-on-CNN
Official implementation of Property Inference Attacks on Convolutional Neural Networks:Influence and Implications of Target Model’s Complexity.
matprst/CategoricalNF
Official repository for "Categorical Normalizing Flows via Continuous Transformations"
matprst/deceptive-attention-reproduced
Reproduction and replication of the paper "Learning to deceive with attention-based explanations." by Pruthi et al.
matprst/DL-UvA
matprst/faiss
A library for efficient similarity search and clustering of dense vectors.
matprst/flappy-bird-AI
Flappy-bird bot trained using an evolutionary algorithm. Implemented in Python.
matprst/Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
matprst/hello-word
Github guide
matprst/sudoku
Sudoku implemented in PyGame. Includes UI, solver, and online sudoku scraper
matprst/InferSent
Replication of the paper: Supervised Learning of Universal Sentence Representations from Natural Language Inference Data by Conneau et al. (2017)
matprst/matprst.github.io
matprst/Practical-Data-Science
A set of Data Science projects with Medium blogposts.
matprst/releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
matprst/uva-fact-ai-course
This repository contains implementations of algorithms proposed in recent papers from top machine learning conferences on Fairness, Accountability, Confidentiality, and Transparency (FACT). These were implemented as part of the FACT-AI course at the University of Amsterdam.