Flow Forecast

General:

  • Model Evaluation
  • Long Train
  • Model Dictionaries
  • Pre Dictionaries
  • PyTorch Training
  • Time Model
  • Trainer
  • Explain Model Output
  • Utilities

Deployment

  • Inference

Preprocessing:

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

Custom:

  • Custom Optimizers

TransformerXL:

  • Dummy Torch Model
  • I-Transformer Model.
  • Lower Upper Configuration
  • Simple Multi Attention Head Model
  • Basic Transformer
  • Transformer XL
  • Convolutional Transformer
  • Informer

GCP Integration:

  • Basic Google Cloud Platform Utilities
Flow Forecast
  • Search

© Copyright 2020, Isaac Godfried.

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