zzzace2000/nodegam

Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"

nodegam's Issues

Deprecated link for dataset

While running the 'bikeshare_node_ga2m.ipynb' notebook file, the bikeshare.zip file does not download properly.
The url 'https://docs.google.com/uc?id=1sHpV9q3_tK0Uov2iRxT6TzTiRZxyx9K8' in the fetch_BIKESHARE() function at lib/data.py seems to be deprecated.
I'm encountering the same issue for other datasets.

Apex missing from requirements.txt?

Hello! I'm trying to get this up and running locally.

I've got a clean conda environment with Python 3.9, and installed the requirements. Installing jupyterlab and trying to run bikeshare_node_ga2m.ipynb I get the following error on the first cell;

  from .autonotebook import tqdm as notebook_tqdm

---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
Input In [1], in <cell line: 19>()
     16 from sklearn.model_selection import train_test_split
     18 from IPython.display import clear_output
---> 19 import lib

File C:\Development\nodegam\lib\__init__.py:5, in <module>
      3 from .utils import *
      4 from .data import *
----> 5 from .trainer import *
      6 from .recorder import *

File C:\Development\nodegam\lib\trainer.py:14, in <module>
     12 from copy import deepcopy
     13 from tensorboardX import SummaryWriter
---> 14 from apex import amp
     15 import json
     16 from os.path import join as pjoin, exists as pexists

ModuleNotFoundError: No module named 'apex'```

Does this repo require the apex library (I'm guessing the NVIDIA one?)

catboost==0.12.2 version - no longer found in regular pypi repos?

nodegam/requirements.txt

Line 5 in 79c8675

catboost==0.12.2

I see as the error message:

ERROR: Could not find a version that satisfies the requirement catboost==0.12.2 (from versions: 0.1.1.2, 0.20, 0.20.1, 0.20.2, 0.21, 0.22, 0.23, 0.23.1, 0.23.2, 0.24, 0.24.1, 0.24.2, 0.24.3, 0.24.4, 0.25, 0.25.1, 0.26, 0.26.1, 1.0.0, 1.0.1, 1.0.2, 1.0.3, 1.0.4, 1.0.5, 1.0.6)
ERROR: No matching distribution found for catboost==0.12.2

Am I missing something obvious or could you update this requirement?