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Documentation

  • Basics
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  • Explicit Gradient Differentiation
  • Implicit Gradient Differentiation
  • Zero-order Gradient Differentiation
  • Distributed Training
  • Visualization

Tutorial Notebooks

  • Get Started with Jupyter Notebook

Examples

  • Model-Agnostic Meta-Learning

Developer Documentation

  • Contributing to TorchOpt
  • Contributor

API Documentation

  • TorchOpt Optimizer
  • Functional Optimizers
  • Classic Optimizers
  • Differentiable Meta-Optimizers
  • Implicit Differentiation
  • Linear System Solvers
  • Zero-Order Differentiation
  • Optimizer Hooks
  • Gradient Transformation
  • Optimizer Schedules
  • Apply Parameter Updates
  • Combining Optimizers
  • Distributed Utilities
  • General Utilities
  • Visualizing Gradient Flow
TorchOpt
  • Overview: module code

All modules for which code is available

  • torch._C._distributed_autograd
  • torch.distributed.autograd
  • torchopt.alias.adadelta
  • torchopt.alias.adagrad
  • torchopt.alias.adam
  • torchopt.alias.adamax
  • torchopt.alias.adamw
  • torchopt.alias.radam
  • torchopt.alias.rmsprop
  • torchopt.alias.sgd
  • torchopt.clip
  • torchopt.combine
  • torchopt.diff.implicit.decorator
  • torchopt.diff.implicit.nn.module
  • torchopt.diff.zero_order.decorator
  • torchopt.diff.zero_order.nn.module
  • torchopt.distributed.api
  • torchopt.distributed.autograd
  • torchopt.distributed.world
  • torchopt.hook
  • torchopt.linear_solve.cg
  • torchopt.linear_solve.inv
  • torchopt.linear_solve.normal_cg
  • torchopt.optim.adadelta
  • torchopt.optim.adagrad
  • torchopt.optim.adam
  • torchopt.optim.adamax
  • torchopt.optim.adamw
  • torchopt.optim.base
  • torchopt.optim.func.base
  • torchopt.optim.meta.adadelta
  • torchopt.optim.meta.adagrad
  • torchopt.optim.meta.adam
  • torchopt.optim.meta.adamax
  • torchopt.optim.meta.adamw
  • torchopt.optim.meta.base
  • torchopt.optim.meta.radam
  • torchopt.optim.meta.rmsprop
  • torchopt.optim.meta.sgd
  • torchopt.optim.radam
  • torchopt.optim.rmsprop
  • torchopt.optim.sgd
  • torchopt.schedule.polynomial
  • torchopt.transform.nan_to_num
  • torchopt.update
  • torchopt.utils
  • torchopt.visual

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