public_open_source_data_science
A repository of open source data science projects for social good
findpapers
Findpapers: A tool for helping researchers who are looking for related works
possibility-for-electricity-autarky
Is your European region able to provide itself with 100% renewable electricity?
https://github.com/climateimpactlab/carleton_mortality_2022
Supporting material for “ Valuing the Global Mortality Consequences of Climate Change Accounting for Adaptation Costs and Benefits” (Carleton et al. 2022)
https://github.com/axsk/hokusai.jl
A julia package for clustering spatial timeseries, like for example eye-tracking data, based on PCCA+.
https://github.com/darribas/satellite_led_liverpool
Data and code for the paper "Remote Sensing-Based Measurement of Living Environment Deprivation - Improving Classical Approaches with Machine Learning", by Dani Arribas-Bel, Jorge Patiño and Juanca Duque
https://github.com/birkhoffg/explainable-ml-papers
A list of research papers of explainable machine learning.
https://github.com/climateimpactlab/cesl-stehm-gp
Spatio-Temporal Empirical Hierarchical Modeling of sea-level data with Gaussian Processes
https://github.com/constraintautomaton/introducing-collaborative-link-traversal-query-processing
Doctoral project proposal where I introduce Collaborative Link Data Query Processing, a paradigm where multiple query engines collaborate to improve query completeness and execution time in Link Traversal Query Processing
https://github.com/astropenguin/taniguchi-2021-analysis
Analysis repository for Taniguchi et al. 2021, AJ, 162, 111
reducing-programs-to-objects
LaTeX paper on how to reduce programs to EO objects
https://github.com/compvis/unsupervised-part-segmentation
Code for GCPR 2020 Oral : "Unsupervised Part Discovery by Unsupervised Disentanglement"
sutd-trafficqa
[CVPR2021] SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events
https://github.com/d1egoprog/kg-slr4llm
A resource for scientific discovery using neuro-symbolic AI and LLMs with prompts, experiments, and responses.
inflamity
A Minecraft plugin that updates the way fire works and makes it much more powerful.
https://github.com/alberto-santini/selective-graph-colouring
Solvers for the Selective Graph Colouring Problem and generalisations
balanced-nre
Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".
evaluation-paper
Supporting material and website for the paper "Anomaly Detection in Time Series: A Comprehensive Evaluation"
zensols.edusenti
EduSenti: Education Review Sentiment in Albanian (COLING paper)
on-the-origin-of-objects
On the Origin of Objects by Means of Careful Selection, LaTeX paper
reduced-wannier-representation
📜 Repo for the paper "Reduced Wannier Representation for Topological Bands" (PhysRevB.111.205139)
glitchradiative_supplement
Supplementary material for the paper "Constraints on wide-band radiative changes after a glitch in PSR J1452-6036".
https://github.com/arfc/moltres-init
Lindsay et al. Introduction to Moltres: An application for simulation of Molten Salt Reactors. Annals of Nuclear Energy. 2018
utmost_timing_paper_1_supplement
Supplementary material for the paper "The UTMOST pulsar timing programme I: Overview and first results".
mtpfrb2_supplement
Supplementary material for the paper "A sample of Fast Radio Bursts discovered and localised with MeerTRAP at the MeerKAT telescope".
bug-localization
Source code of the paper "Leveraging textual properties of bug reports to localize relevant source files."
tag-recom
Data and source code of the paper "A Content-Based Model for Tag Recommendation in Software Information Sites."
https://github.com/axsk/augmented-jump-chain
Continuation of AJC work (2020-21) with trips to hitting time optimization, spa, sqra, isokann, committor neural network, sparse boxes, voronoi linear program, meta sgd, adaptive euler maruyama
https://github.com/cosmaadrian/strawberry-problem
Official repository for "The Strawberry Problem 🍓: Emergence of Character-level Understanding in Tokenized Language Models"
https://github.com/aida-ugent/csne
Source code for CSNE: Conditional Signed Network Embeddings (CIKM2020)
https://github.com/agamiko/neural-based-data-augmentation
Improving generalization via style transfer-based data augmentation: Novel regularization method
modulated-jj
📜 Repo for the paper "Enhanced topological superconductivity in spatially modulated planar Josephson junctions" (Phys. Rev. B 104, 155428).
triplet-attention
Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]
signed-local-community
[WebConf 2020] Searching for polarization in signed graphs: a local spectral approach
ProteinEnsembles
Generate and perturb protein structural ensembles using the ExProSE algorithm
2021-paper-jupyter-reproducible-workflows
Using Jupyter for reproducible scientific workflows
ssp-mmc-plus
Optimizing Spaced Repetition Schedule by Capturing the Dynamics of Memory
https://github.com/yandex-research/rtdl-revisiting-models
(NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data
w51_magic_supplement
Supplementary material for the paper "Morphological and spectral properties of the W51 region measured with the MAGIC telescopes".
VersatileHDPMixtureModels
Code for our UAI '20 paper "Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes"
spectral_properties_supplement
Supplementary material for the paper "Spectral properties of 441 radio pulsars".