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We have built this repository to help you in the process of integrating Giskard by providing multiple notebooks. This repository has various notebooks which will help you to:
- Create an ML model using open data
- Create a project on Giskard
- Upload the model & data in Giskard
- Model libraries:
- #pytorch #tensorflow #scikit-learn #logistic_regression #random_forest #knn #transformers #huggingface #bert #roberta
- How the prediction function is called:
- #pipeline: Models are created using
- #wrapped_function: Models use the traditional way of the whole process of data transformation and prediction using python
- Data Types:
- #category_data
- #numeric_data
- #text_data
- Model Type:
- #classification
- #regression
Notebook | Tags |
---|---|
Credit Scoring Classification Model | #scikit-learn #logistic_regression #random_forest #classification #category_data #numeric_data #pipeline |
Email Classification Model | #scikit-learn #nltk #transformers #huggingface #pytorch #bert #classification #text_data #category_data #numeric_data #pipeline #wrapped_function |
House Pricing Regression Model | #scikit-learn #random_forest #catboost #regression #category_data #numeric_data #pipeline |
Sentiment Analysis For Twitter Data | #transformers #huggingface #roberta #tweepy #datasets #classification #text_data #wrapped_function |
Iris Classification Using KNN | #scikit-learn #knn #classification #numeric_data #category_data #wrapped_function #wrapped_function |
Newspaper Data Classification | #pytorch #torchtext #dataloader #classification #text_data #wrapped_function |
Text Classification Using Tensorflow Neural Network | #tensorflow #neural_network #classification #text_data #wrapped_function |
Churn Telco Kaggle With pipeline | #scikit-learn #KNeighborsClassifier #LogisticRegression #RandomForestClassifier #GradientBoostingClassifier #classification #numeric_data #category_data #pipeline |
Churn Telco Kaggle Without pipeline | #scikit-learn #KNeighborsClassifier #LogisticRegression #RandomForestClassifier #GradientBoostingClassifier #classification #numeric_data #category_data #wrapped_function |