cs772_project
Science Score: 54.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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✓Academic publication links
Links to: arxiv.org -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (2.3%) to scientific vocabulary
Last synced: 6 months ago
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JSON representation
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Repository
Basic Info
- Host: GitHub
- Owner: Kartik191
- License: mit
- Language: Python
- Default Branch: main
- Size: 69.5 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Created 10 months ago
· Last pushed 10 months ago
Metadata Files
Readme
License
Citation
README.md
This is a project taken for CS772 course
Logs of runs: https://drive.google.com/file/d/1T4w5ri8fAYgRGMp0OYJn4PSk_5CA44ig/view?usp=sharing
Original paper github: https://github.com/AaltoML/bayesVLM
Original paper: https://arxiv.org/pdf/2412.06014
Report:
Members: Deepak Chaurasia {220330} Riya Mittal {220901} J Kartik Sai {241280001}
Note: The commit message "Added snn to knn.py" is our contribution to the code, everthing else is from the original github repository
Owner
- Name: Kartik
- Login: Kartik191
- Kind: user
- Repositories: 1
- Profile: https://github.com/Kartik191
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software or build upon this work, please cite it as below."
preferred-citation:
type: article
title: "Post-hoc Probabilistic Vision-Language Models"
authors:
- family-names: "Baumann"
given-names: "Anton"
- family-names: "Li"
given-names: "Rui"
- family-names: "Klasson"
given-names: "Marcus"
- family-names: "Mentu"
given-names: "Santeri"
- family-names: "Karthik"
given-names: "Shyamgopal"
- family-names: "Akata"
given-names: "Zeynep"
- family-names: "Solin"
given-names: "Arno"
- family-names: "Trapp"
given-names: "Martin"
journal: "arXiv preprint arxiv:2412.06014"
year: 2024
GitHub Events
Total
- Delete event: 1
- Member event: 2
- Push event: 9
- Create event: 5
Last Year
- Delete event: 1
- Member event: 2
- Push event: 9
- Create event: 5
Dependencies
requirements.txt
pypi
- dask *
- datasets *
- huggingface_hub *
- jaxtyping *
- laplace-torch *
- lightning *
- matplotlib *
- numpy *
- pandas *
- pillow *
- python-dotenv *
- requests *
- scikit-learn *
- tabulate *
- torch *
- torchmetrics *
- tqdm *
- transformers *
- wandb *
- webdataset *