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GitHub / mcdomx / cs109b_groupproject
Final group project for Advanced Data Science class at Harvard. Data available at the beginning of various large NYC capital projects is used to determine how likely the initial project budget and timeline will be after 3 years. This project compares various prediction methodologies as well as data engineering to find a latent reference class for the projects.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mcdomx%2Fcs109b_groupproject
Stars: 0
Forks: 2
Open Issues: 13
License: mit
Language: Jupyter Notebook
Repo Size: 190 MB
Dependencies:
350
Created: over 4 years ago
Updated: over 3 years ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
Files
Dependencies
- black ==19.10b0 develop
- flake8 * develop
- pytest * develop
- pytest-cov * develop
- sphinx * develop
- tox * develop
- bokeh *
- caproj *
- gap-stat *
- graphviz *
- hdbscan *
- jupyter *
- keras-bert *
- matplotlib *
- numpy *
- pandas *
- pillow *
- plotly *
- pygam *
- scikit-learn *
- scipy *
- seaborn *
- statsmodels *
- tensorflow *
- tqdm *
- umap-learn *
- Babel ==2.8.0
- Cython ==0.29.21
- Jinja2 ==2.11.2
- Keras ==2.4.3
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- Pillow ==7.2.0
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- snowballstemmer ==2.0.0
- sphinxcontrib-applehelp ==1.0.2
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- tensorboard ==2.2.2
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- termcolor ==1.1.0
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- tqdm ==4.48.0
- traitlets ==4.3.3
- typed-ast ==1.4.1
- typing-extensions ==3.7.4.2
- umap-learn ==0.4.6
- urllib3 ==1.25.10
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- wcwidth ==0.2.5
- webencodings ==0.5.1
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- wrapt ==1.12.1
- zipp ==3.1.0
- actions/checkout v2 composite
- actions/setup-python v2 composite