Pinned repositories

  1. qpth

    A fast and differentiable QP solver for PyTorch.

    Python 217 26

  2. e2e-model-learning

    Task-based end-to-end model learning in stochastic optimization

    Python 84 19

  3. lcp-physics

    A differentiable LCP physics engine in PyTorch.

    Python 109 10

  4. convex_adversarial

    A method for training neural networks that are provably robust to adversarial attacks.

    Python 83 19

  5. TCN

    Sequence modeling benchmarks and temporal convolutional networks

    Python 787 150

  6. optnet

    OptNet: Differentiable Optimization as a Layer in Neural Networks

    Python 216 30

  • Task-based end-to-end model learning in stochastic optimization

    Python 84 19 Apache-2.0 Updated Jul 13, 2018
  • A method for training neural networks that are provably robust to adversarial attacks.

    Python 83 18 MIT Updated Jul 13, 2018
  • Sequence modeling benchmarks and temporal convolutional networks

    Python 787 149 MIT Updated Jul 9, 2018
  • PyTorch wrapper for FFTs

    Python 160 29 Apache-2.0 1 issue needs help Updated Jun 27, 2018
  • A differentiable LCP physics engine in PyTorch.

    Python 109 10 Apache-2.0 Updated May 17, 2018
  • OptNet: Differentiable Optimization as a Layer in Neural Networks

    Python 216 29 Apache-2.0 Updated May 16, 2018
  • A fast and differentiable QP solver for PyTorch.

    Python 217 26 Apache-2.0 Updated May 9, 2018
  • Code for "Gradient descent GAN optimization is locally stable"

    Python 7 3 Updated Nov 5, 2017
  • Input Convex Neural Networks

    Python 128 31 Apache-2.0 Updated Sep 22, 2017
  • Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Python 3,902 Updated Jul 21, 2017
  • A Newton ADMM based solver for Cone programming.

    Python 29 5 Apache-2.0 Updated Jun 12, 2017
  • The Mixing method: coordinate descent for low-rank semidefinite programming

    C 6 1 Apache-2.0 Updated Jun 5, 2017
  • A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

    Lua 523 Updated Jun 5, 2017
  • dreaml: dynamic reactive machine learning

    JavaScript 13 6 Apache-2.0 Updated Jun 28, 2016