CVXPYlayers is a Python library for constructing differentiable convex optimization layers in PyTorch, JAX, and MLX using CVXPY. A convex optimization layer solves a parametrized convex optimization problem in the forward pass to produce a solution. It computes the derivative of the solution…
higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.
facebookresearch/higher 的主要功能包括：开发者工具, Meta Learning Libraries, PyTorch Utilities。
facebookresearch/higher 的开源替代品包括： catalyst-team/catalyst — Accelerated deep learning R&D. determined-ai/determined — Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning,… ag14774/diffdist. awwong1/torchprof — PyTorch layer-by-layer model profiler. cvxgrp/cvxpylayers — CVXPYlayers is a Python library for constructing differentiable convex optimization layers in PyTorch, JAX, and MLX… ecs-vlc/torchbearer — torchbearer: A model fitting library for PyTorch.
