| XAILIB Library | XAILIB Web Platform |
|---|
| Python based library for data scientists and programmers wishing to integrate an explainability engine in their applications | One stop solution for data scientists and end-users, providing a cloud friendly application with advanced scalability features |
|---|
| Machine Learning Libraries |
- Tensorflow
- Keras
- Scikit Learn
- MiniSom
- XGBoost
|
- Tensorflow
- Keras
- Scikit Learn
- MiniSom
- XGBoost
|
|---|
| Learning Types |
|
|
|---|
| Learning Tasks |
- Classification
- Regression
|
- Classification
- Regression
|
|---|
| API | | |
|---|
| Web Dashboard | | |
|---|
| Built-in Parallelization | | |
|---|
| Algorithms | Algorithms |
|---|
| Linear Regression | | |
|---|
| Logistic Regression | | |
|---|
| Decision Tree | | |
|---|
| Random Forest | | |
|---|
| Gradient Boosting | | |
|---|
| Support Vector Machine | | |
|---|
| Neural Networks(e.g. MLP, RNN, LSTM, CNN, etc.) | | |
|---|
| Self-organizing Maps | | |
|---|
| Isolation Forests | | |
|---|
|
|
|
|---|
