Flow Forecast Versions Save

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

forecast_1.0_beta

4 months ago

FF_FIXES_BRANCH_VER

1 year ago

flow_bug

1 year ago

infer_ff

1 year ago

forecast_0.999

2 years ago

forecast

2 years ago

forecast_0.99

2 years ago

flow.991

2 years ago

This release adds support for the following:

  • Focal Loss function for imbalanced classification and anomaly detection.
  • Allows training using multiple criterion (experimental support)
  • Fixes bug related to training the Informer model

We are aiming for NYE release of Flow Forecast 1.0.

flow_al_1.0

2 years ago

This (pre)-release accomplishes the following items

  • Fixes bug in the Informer decoding process
  • Adds support for time series classification
  • Creates docstrings and additional ReadTheDocs documentation

We are very close to release 1.0 which should be out before October.

0.981_flow

2 years ago

Change Log

  • Support for using SHAP with the Informer in CPU mode
  • Fixes several bugs related to handling of Informer info
  • Increased GPU utilization for specific models
  • Fix for a PyPi related versioning error.
  • Fixes a bug related to Wandb and SHAP.

Coming in version 0.99

  • GPU support for Informer with SHAP
  • Gaussian Loss bug fixes
  • Addition of series_id for core data loaders.