Vimig Socrates

I'd like to do some downstream analysis on the table values, so it'd be really helpful if there was a flag to drop the percentages, allowing them to be easily...

I've noticed a few typos described below: 1. In line [365](https://github.com/distillpub/post--gnn-intro/blob/94c55ef1e63248a361b2d0f700594ad3ab1ab9a9/public/index.html#L365), the sentence reads "which is the $g$ function described above", but the $g$ function isn't described yet. I believe...

### System Info - `transformers` version: 4.40.2 - Platform: Linux-4.18.0-477.36.1.el8_8.x86_64-x86_64-with-glibc2.28 - Python version: 3.10.14 - Huggingface_hub version: 0.23.0 - Safetensors version: 0.4.3 - Accelerate version: 0.30.1 - Accelerate config: not...

Confidence Interval for Macro-F1 is always [0,1]

2

Hi, Thanks for a great library! How come the macro-f1 has been hardcoded with a CI of [0,1] in this line? https://github.com/jacobgil/confidenceinterval/blob/7b47bfdf0ce8ec54a2a2d820b7332fd43b15d0d0/confidenceinterval/metrics.py#L527-L528 I believe we should be using the equation...

There's a few bugs that breaks the `token_text_key` parameter in `dataset_creator.create()`. Namely, at the following line, `get_tokens()` needs to take in the `token_text_key`, otherwise it expects the default `text`. https://github.com/obi-ml-public/ehr_deidentification/blob/88751ab1f95d23d54ded39385adb8a27f57a6f72/src/robust_deid/ner_datasets/dataset_creator.py#L139-L143...

BIFReader Not Working on Wiki Example

1

### Subject of the issue The BIFReader class isn't working on the `dog` example on the Wiki. ### Your environment * pgmpy version: 0.1.25 * Python version: 3.10.14 * Operating...

Mutual Information between Nodes

1

### Subject of the issue I think entropy and mutual information would be very useful to include in performing a sensitivity analysis or quantifying relative impact of nodes in relation...

Multiple missing values in BayesianNetwork.predict throws IndexError

2

### Subject of the issue When there are multiple missing values in the DataFrame passedi nto the `predict` function for BayesianNetwork, it throws an error. ### Your environment * pgmpy...