Welcome to Flow Forecast’s documentation!

General:

• Utilities
• Model Evaluator
• Long Train
• Model Dictionaries
• Pre Dictionaries
• PyTorch Training
• Time Model
• Trainer

Preprocessing:

• Interpolate Preprocessing
• Build Dataset
• Closest Station
• Data Converter
• Preprocess DA RNN
• Preprocess Metadata
• Process USGS
• PyTorch Loaders
• Temporal Features

Custom:

• Custom Optimizations

TransformerXL:

• Dummy Torch Model
• Lower Upper Configuration
• Simple Multi Attention Head Model
• Basic Transformer
• Transformer XL

GCP Integration:

• Basic GCP Utils

DA RNN:

• Train da
• Utils
• Custom Types
• Model
• Modules

Indices and tables

• Index
• Module Index
• Search Page