| # FinalProjectAntarctis |
| # Code repository |
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| This is the Hugging Face for Adian Khair Oellegaard, Jens Gorm Rytter, Markus Bligaard Winther, Phillip Nordfang, Silas Larsen. Here, we can structure and connect our work. |
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| ## Description |
| This repository is for the Applied Machine Learning 2025- Antarctic ice sheet ice thickness project. A parquet datafile of different icesheet thickness measurements along with other features is made in the create_bedmap_dataset.ipynb file. Our ML models should be compared to the glaciological model BedMachine v3.7 which thickness predictions are given in the datafile in the column: 'ith_bm'. |
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| (Note: The datafiles are uploaded to a separate repository, called finalprojectdata) |
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| (Note: The placement of our datafiles and code files might be different and so you might have to change paths in the code) |
| ## Getting Started |
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| ### If you want to to hook up the repository directly to a folder: |
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| Step 0: |
| Make sure you have a Hugging Face account where finalprojectantarctis is shared with you. |
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| Step 1: |
| Go to the folder where you want the code stored. |
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| Step 2: Open Git Bash in this folder and write: |
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| pip install huggingface_hub |
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| Step 3: Generate a key for your account |
| On Hugging Face go to settings->Access Tokens: Then give the key a name and select write role. |
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| Step 4: Login to Huggin Face user through git bash: |
| huggingface-cli login |
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| Step 5: Clone repository |
| git clone https://huggingface.co/finalprojectantarctis/Code |
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| Upload/Update code file: |
| git add <codefilename> |
| git commit -m "quick description of update" |
| git push |
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| Download code files: |
| git pull |
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| (Ask ChatGPT (or someone in the group) if you get stuck) |
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| ### Alternatively use browser |
| You can also download and add files to the repository through a browser with the link: https://huggingface.co/finalprojectantarctis/Code/edit/main/README.md |
| ### Dependencies |
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| * Prerequisites for running the code should be written in requirements.txt |
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| ## Authors |
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| Adian Khair Oellegaard |
| Jens Gorm Rytter |
| Markus Bligaard Winther |
| Phillip Nordfang |
| Silas Larsen |
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| ## Acknowledgments |
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| Inspiration, code snippets, etc. |
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