Andrew Tavis McAllister
Andrew Tavis McAllister
This is an extensive issue that involves the creation of the following files: - causeinfer.data.criteo.py where the data will be loaded and formatted - examples/business_criteo.ipynb where all valid models will...
This is an extensive issue that involves the creation of the following files: - causeinfer.data.tamoxifen.py where the data will be loaded and formatted - examples/medical_tamoxifen.ipynb where all valid models will...
This is an extensive issue that involves the creation of the following files: - causeinfer.data.lalonde.py where the data will be loaded and formatted - examples/socioeconomic_lalonde.ipynb where all valid models will...
Adding a data simulator would be a positive addition to causeinfer in that it would allow users to more accurately check general accuracies and compare models. Files to create: -...
Use this issue to post links to causal inference datasets that could be added to causeinfer. Datasets that are found can be converted into issues where scripts for formatting and...
[spaCy](https://github.com/explosion/spaCy) has new loading mechanisms in the later versions that produce errors in data preparation within [kwx.utils](https://github.com/andrewtavis/kwx/blob/main/src/kwx/utils.py). The scripts should be changed to check the spaCy version so that these...
The current translation feature found in [kwx.utils.translate_output()](https://github.com/andrewtavis/kwx/blob/main/src/kwx/utils.py) is based on [py-googletrans](https://github.com/ssut/py-googletrans), which is steadily being less and less maintained. A better option would be if the translation feature could be...
A major difference between BERT and LDA kwx implementations is that there are no visualization methods for BERT. It would be good to add a [pyLDAvis](https://github.com/bmabey/pyLDAvis) style visualization of topic...
This issue is for discussing and eventually implementing key-phrase extraction for BERT in kwx. It would be best to first collect code snippets and documentation links for how to best...
This issue is for discussing and eventually implementing key-phrase extraction for LDA in kwx. It would be best to first collect code snippets and documentation links for how to best...