gparnalis

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

Hierarchical-Localization

Visual localization made easy with hloc

sage

Main repository of SageMath. Now open for Issues and Pull Requests.

projektor

This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (NeurIPS 2023).

DL-HPE

valda

A Python Data Valuation Package

LightGaussian

"LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS", Zhiwen Fan, Kevin Wang, Kairun Wen, Zehao Zhu, Dejia Xu, Zhangyang Wang

dataoob

Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)

DataShapley

Data Shapley: Equitable Valuation of Data for Machine Learning

awesome-data-valuation

💱 A curated list of data valuation (DV) to design your next data marketplace

pyDVL

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

data-banzhaf

Data Banzhaf: A Robust Data Valuation Framework for Machine Learning (AISTATS 2023 Oral)

influence-release

DeepExplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)

Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code.

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

single_file_libs

List of single-file C/C++ libraries.