| # FinalProjectAntarctis | |
| # Code repository | |
| 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. | |
| ## 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'. | |
| (Note: The datafiles are uploaded to a separate repository, called finalprojectdata) | |
| (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 | |
| ### If you want to to hook up the repository directly to a folder: | |
| Step 0: | |
| Make sure you have a Hugging Face account where finalprojectantarctis is shared with you. | |
| Step 1: | |
| Go to the folder where you want the code stored. | |
| Step 2: Open Git Bash in this folder and write: | |
| pip install huggingface_hub | |
| 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. | |
| Step 4: Login to Huggin Face user through git bash: | |
| huggingface-cli login | |
| Step 5: Clone repository | |
| git clone https://huggingface.co/finalprojectantarctis/Code | |
| Upload/Update code file: | |
| git add <codefilename> | |
| git commit -m "quick description of update" | |
| git push | |
| Download code files: | |
| git pull | |
| (Ask ChatGPT (or someone in the group) if you get stuck) | |
| ### 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 | |
| * Prerequisites for running the code should be written in requirements.txt | |
| ## Authors | |
| Adian Khair Oellegaard | |
| Jens Gorm Rytter | |
| Markus Bligaard Winther | |
| Phillip Nordfang | |
| Silas Larsen | |
| ## Acknowledgments | |
| Inspiration, code snippets, etc. | |