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GitHub / bio-hpc / sibila
SIBILA Server takes advantage of both technologies to provide users with a powerful predictive tool. Several ML models are available and a large set of configuration parameters facilitate the configuration of the tasks. In addition, the server applies the concept of explainable artificial intelligence (XAI) to present the results in a way that users will be able to understand. A collection of interpretability approaches are implemented to identify the most relevant features that were taken into consideration by the model in order to make the prediction.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bio-hpc%2Fsibila
Stars: 4
Forks: 0
Open Issues: 0
License: apache-2.0
Language: Python
Repo Size: 2.56 MB
Dependencies:
33
Created: about 2 years ago
Updated: 29 days ago
Last pushed: 29 days ago
Last synced: 29 days ago
Files
Dependencies
- alibi ==0.5.8
- beautifulsoup4 *
- dice-ml *
- eli5 ==0.11.0
- gitpython *
- imblearn ==0.0
- imgkit *
- ipython ==7.16.1
- jinja2 ==3.0.3
- kaleido *
- keras *
- keras-tuner ==1.1.0
- lime *
- matplotlib ==3.3
- mlxtend *
- numba *
- numpy ==1.18
- openpyxl *
- pandas ==1.3.5
- pdfkit *
- plotly *
- pydot *
- python-benedict *
- python-docx *
- scikit-learn >=0.24.2
- scikit-plot *
- scipy ==1.4.1
- seaborn *
- shap >=0.39
- tensorflow ==2.2.0
- tensorflow-gpu ==2.2.0
- wittgenstein *
- xgboost *