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spark-bestfit
spark-bestfit

Getting Started

  • Quick Start
  • Backend Guide
  • Real-World Use Cases

Features

  • FitterConfig Builder
  • Custom Distributions
  • Bounded Distribution Fitting
  • Distributed Sampling
  • Serialization
  • Gaussian Copula
  • Multivariate Normal
  • Gaussian Mixture Models
  • Progress Tracking
  • Lazy Metrics
  • Pre-filtering
  • Heavy-Tail Detection
  • Maximum Spacing Estimation
  • Diagnostics Plots

Reference

  • Architecture
  • Performance & Scaling
  • Migrating to v2.0
  • API Reference
  • FAQ & Troubleshooting
  • Glossary
  • Architecture Decision Records
    • ADR-0001: Multi-Backend Architecture
    • ADR-0002: Distribution Registry Pattern
    • ADR-0003: Configuration System
    • ADR-0004: Adaptive Sampling Strategy
    • ADR-0005: Estimation Methods
    • ADR-0006: Lazy Metrics Pattern
    • ADR-0007: Copula Implementation
    • ADR-0000: ADR Template
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Python Module Index

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- spark_bestfit
    spark_bestfit.core
    spark_bestfit.discrete_fitting
    spark_bestfit.distributions
    spark_bestfit.histogram
    spark_bestfit.plotting
    spark_bestfit.sampling
    spark_bestfit.utils
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