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  • Università della Svizzera italiana
  • Lugano, Switzerland

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@Graph-Machine-Learning-Group
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Starred repositories

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Neural Weather Prediction for Limited Area Modeling

Python 70 27 Updated Jul 19, 2024

Package management made easy

Rust 2,453 138 Updated Jul 19, 2024

Free universal database tool and SQL client

Java 38,558 3,336 Updated Jul 19, 2024

📝 Terminal-based crossword puzzle solving interface

Python 245 28 Updated Sep 25, 2021

PostgreSQL metrics monitor/dashboard

PLpgSQL 1,770 231 Updated Jul 13, 2024

PV Analysis Tools in Python

Python 146 61 Updated Jul 10, 2024

Official repository for the paper "Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations" (ICLR 2024)

Python 5 Updated Mar 20, 2024

An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.

C 16,905 854 Updated Jul 19, 2024
Python 2 Updated Mar 15, 2021

Code for the paper Hybrid Spectrogram and Waveform Source Separation

Python 686 65 Updated Jul 15, 2024

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…

Python 20,248 2,033 Updated Jul 18, 2024

RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift

Python 230 21 Updated Aug 13, 2023

Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.

Python 323 36 Updated Dec 10, 2023

Sonarr / Radarr / Jackett / NZBGet / Deluge / OpenVPN / Plex

Shell 1,927 322 Updated Feb 13, 2024

Flexible time series feature extraction & processing

Python 384 26 Updated Jul 8, 2024

Flax is a neural network library for JAX that is designed for flexibility.

Python 5,823 620 Updated Jul 19, 2024

JAX-based neural network library

Python 2,842 230 Updated Jul 3, 2024

Split screen video comparison tool using FFmpeg and SDL2

C++ 898 41 Updated Jul 10, 2024

Export ratings from Letterboxd (and import them to Taste.io)

JavaScript 4 1 Updated Feb 12, 2023

An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.

Python 61 18 Updated Apr 5, 2023

A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

Python 478 85 Updated May 21, 2024

📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

488 48 Updated Aug 10, 2023

Data package: time series of load, wind and solar generation

Python 118 38 Updated Oct 6, 2020

Synthetic data generators for tabular and time-series data

Jupyter Notebook 1,377 232 Updated Jul 14, 2024

Synthetic Data Generation for mixed-type, multivariate time series.

Python 95 14 Updated Jun 24, 2024

Graph-oriented live coding language and music/audio DSP library written in Rust

Rust 2,115 73 Updated Jul 15, 2024

All things livecoding

2,502 172 Updated Apr 6, 2024

Synthesis of individualized HRTFs based on Neural Networks, Principal Component Analysis and anthropometry

MATLAB 57 7 Updated Sep 19, 2023
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