Examples

Verta’s GitHub repository houses various example projects for reference and exploration.

Here are some of our most popular examples.

Annoy

• Nearest Neighbor Search with TensorFlow, GloVe Embeddings, and Verta Class Model Deployment
• Nearest Neighbor Search with TensorFlow Hub and Verta Class Model Deployment

Keras

• Fully-Connected Neural Network
• RNN Text Classification
• Text Classification with TensorFlow Hub
• Tokenizer Training and Text Classification
• Client Integration

NLTK

• Part-of-Speech Tagging
• Spam Detection with scikit-learn and Verta Class Model Deployment

PyTorch

• Fully-Connected Neural Network
• Client Integration

scikit-learn

• Logistic Regression with Grid Search
• Logistic Regression with Verta Deployment
• Logistic Regression with Verta Deployment and S3 Data Versioning
• Logistic Regression with Verta Deployment and Local Data Versioning
• Logistic Regression with Managed Versioning
• Spam Detection with NLTK and Verta Class Model Deployment
• Client Integration

SpaCy

• CNN Text Classification

TensorFlow

• Nearest Neighbor Search with Annoy, GloVe Embeddings, and Verta Class Model Deployment
• Nearest Neighbor Search with TensorFlow Hub and Verta Class Model Deployment
• Client Integration

XGBoost

• Random Forest with Grid Search
• Client Integration