fivedreg documentation

Welcome to the fivedreg documentation!

fivedreg is a lightweight neural network implementation using TensorFlow, designed for fast training on CPU with 5D pandas DataFrame input.

Contents:

• Installation
  • Quick Start
  • Requirements
  • Development Installation
• User Guide
  • Introduction
  • Data Preparation
  • Initializing the Model
  • Training
  • Making Predictions
  • Performance
• API Reference
  • fivedreg Package
  • Neural Network Module
• Performance and Profiling
  • Benchmark Methodology
  • Benchmark Results
  • Visualizations
  • Key Findings
  • Recommendations
  • Reproducing the Benchmarks