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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
 
  • ← Client config file
  • API Reference →
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