fani-lab/OpeNTF

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Neural machine learning methods for Team Formation/Recommendation problem.

Stars: 31
Forks: 17
Open beginner issues: 0
Indexed issues: 37

Dominant language: Python
License: No license data
Last GitHub push: Aug 10, 2026
Latest indexed: Sep 15, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue help wanted
PR merge metrics: No merged PRs in 30d

Open All

37 open issues indexed

Overall OpeNTF flowchart Open

documentation

fani-lab/OpeNTF#118 · 6 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Std and Statistical Significance Test on Comparison Results Open

fani-lab/OpeNTF#121 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Implementation of Attention Based Spatial-Temporal GCN for Traffic Flow Forecasting Open

experiment

fani-lab/OpeNTF#149 · 2 comments · 1 reaction · 0 assignees · Indexed Sep 15, 2026
Temporal study for more than one step ahead Open

experiment

fani-lab/OpeNTF#152 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Understanding Implementation of ASTGCN Open

experiment

fani-lab/OpeNTF#169 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 15, 2026
Bayesian Hyperparameter Tuning Open

enhancement experiment

fani-lab/OpeNTF#180 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Duplicate Entries in Crawling Process Open

bug

fani-lab/OpeNTF#184 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Train-Valid figure on Avg folds with +/- std Open

enhancement

fani-lab/OpeNTF#187 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Suggestions for future steps in temporal team formation Open

enhancement

fani-lab/OpeNTF#190 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 15, 2026
OpenAlex Open

fani-lab/OpeNTF#193 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
A beginner’s guide to OpeNTF Open

documentation

fani-lab/OpeNTF#199 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
HuggingFace Deploy Open

enhancement

fani-lab/OpeNTF#207 · 2 comments · 1 reaction · 2 assignees · Indexed Sep 15, 2026
Implementing Sigmoid-Outputting Models Open

experiment

fani-lab/OpeNTF#211 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Team Formation as Bundle Recommendation Open

experiment

fani-lab/OpeNTF#227 · 9 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Roadmap for gender bias mitigation in OpeNTF Open

vivaFemme

fani-lab/OpeNTF#229 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Increasing the female ratio in training sets manually Open

vivaFemme

fani-lab/OpeNTF#230 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Adjusting the loss function Open

vivaFemme

fani-lab/OpeNTF#231 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Adjusting the loss function + adding the NDKL fairness metric Open

vivaFemme

fani-lab/OpeNTF#232 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Experiment grid on weights and ndkl's ratios on imdb Open

experiment vivaFemme

fani-lab/OpeNTF#233 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
PyG implementation introductions. Open

good first issue

fani-lab/OpeNTF#234 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Experimenting with very high weights Open

vivaFemme

fani-lab/OpeNTF#235 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Finding & Creation of Datasets Regarding Team Substitution Open

enhancement

fani-lab/OpeNTF#258 · 11 comments · 2 reactions · 1 assignee · Indexed Sep 15, 2026
OpeNTF Tutorials Open

documentation

fani-lab/OpeNTF#264 · 33 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Codebase Refactor and Branch Merge Open

enhancement

fani-lab/OpeNTF#281 · 9 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
e2e journal extension full experiments. Open

experiment

fani-lab/OpeNTF#305 · 93 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Improving folder naming to reflect merge setting Open

enhancement

fani-lab/OpeNTF#311 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Unusual Results Open

help wanted

fani-lab/OpeNTF#317 · 2 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Seperating aucroc from the curve points to address scaling extreme number of classes. Open

Efficiency

fani-lab/OpeNTF#322 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Align folding of skill embeddings with folding underlying feedforward models (fnn/bnn) Open

wontfix

fani-lab/OpeNTF#324 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
aucroc and skill coverage scalability issue Open

Efficiency

fani-lab/OpeNTF#326 · 0 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026
Gnn-based embedding methods for end2end team recommendation Open

enhancement experiment

fani-lab/OpeNTF#327 · 4 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
mdl.nmt.Nmt() to use our way of embeddings for skills and experts Open

enhancement

fani-lab/OpeNTF#328 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Gnn's multi-hop neighbourhood sampling for each hop Open

fani-lab/OpeNTF#339 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
mdl.nmt.Nmt standalone run fails due to torch installation version Open

bug

fani-lab/OpeNTF#341 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Fair team recommendation experiments Open

experiment

fani-lab/OpeNTF#342 · 31 comments · 0 reactions · 2 assignees · Indexed Sep 15, 2026
Study the effect of negative sampling for a team membership Open

experiment

fani-lab/OpeNTF#347 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 15, 2026
Typed negative (non-existing) edge sampling for gnn methods Open

bug Efficiency enhancement

fani-lab/OpeNTF#348 · 3 comments · 1 reaction · 1 assignee · Indexed Sep 15, 2026

fani-lab/OpeNTF

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