Module

• pyepo.data
• pyepo.model
• pyepo.twostage
• pyepo.func
  • Surrogate Loss
    • Smart Predict-then-Optimize Loss+ (SPO+)
    • Perturbation Gradient Loss (PG)
  • Black-box Methods
    • Differentiable Black-box Optimizer (DBB)
    • Negative Identity Backpropagation (NID)
  • Perturbed Methods
    • Differentiable Perturbed Optimizer (DPO)
    • Perturbed Fenchel-Young Loss (PYFL)
    • Implicit Maximum Likelihood Estimator (I-MLE)
    • Adaptive Implicit Maximum Likelihood Estimator (AI-MLE)
  • Contrastive Methods
    • Noise Contrastive Estimation (NCE)
    • Contrastive Maximum A Posterior Estimation (CMAP)
  • Learning-to-Rank Methods
    • Pointwise Learning-to-Rank (LTR)
    • Pairwise Learning-to-Rank (LTR)
    • Listwise Learning-to-Rank (LTR)
• pyepo.metric