Cloudera Fast Forward Labs's repositories
structural-time-series
Structural Time Series on US electricity demand data
question_answering
CDSW/CML version of FF14
multi-objective-hyperparameter-optimization
Easy, fast, _and_ cheap!
active-learning-cml
Interactive Active Learning Workflow - CML/ CDSW version
imageanalysis_cml
Semantic Image Search with Convolutional Neural Networks
cml_explainability
Notebook with examples in explaining models with LIME and SHAP
one-stage-od-inference
An interactive blog-style Streamlit application to visually explain the inference workflow of a modern, single-stage object detector.
running-custom-applications
Blog Article on Analytical Applications
tensorboard-on-cml
Demonstration of how to use TensorBoard as a CML Application.
analyzing_headlines_with_spacy
Named Entity Recognition on Reuters news headlines with spaCy
bosch_iot_hackathon
Sample CDSW project of the Bosch IOT Hackathon
cml_streamlit
A minimal example of a Streamlit application running as a CML or CDSW Application.
distributed-gensim
WIP attempt to distribute LDA via the CDSW/CML Workers API
ff12-frontend
The front-end code for the Blip anomaly detection prototype.
mlflow_tracking
An AMP demonstrating using MLFlow to track parameters and metrics for scikit-learn models.
ray-on-workers
Ray running on CDSW workers.
Scene
The frontend for FF13: Causality for Machine Learning
textflix-report
The prototype section from FF11 in public form.
timeseries_gl
Visualizing a time series with WebGL.