Issues

• C++ API

  HEmile/storchastic#108 · Filter by author kkaryos opened on Jul 24, 2024

• Methods for k-subset selection

  HEmile/storchastic#107 · Filter by author sscardapane opened on Jan 12, 2023

• Refactor: Use torchdim instead of Storchastics plating system

  enhancement
  HEmile/storchastic#103 · Filter by author HEmile opened on Jun 28, 2022

• comparison between gumbel softmax, rebar, and relax

  HEmile/storchastic#102 · Filter by author fnzhan opened on Jan 4, 2022
  4

• Ensure parameters of REBAR and RELAX are learned

  HEmile/storchastic#99 · Filter by author HEmile opened on Jun 9, 2021

• Concatenating Reparameterized and UnorderedSetEstimator samples into one tensor

  enhancement
  HEmile/storchastic#95 · Filter by author DavidKLim opened on Apr 19, 2021
  1

• Implement GO/Generalized Stochastic Backpropagation

  HEmile/storchastic#85 · Filter by author HEmile opened on Oct 30, 2020
  1

• Implement Gumbel-Rao Monte Carlo estimator

  HEmile/storchastic#84 · Filter by author HEmile opened on Oct 6, 2020

• Implement Quadratic Approximation baseline for reparameterization

  HEmile/storchastic#83 · Filter by author HEmile opened on Oct 6, 2020

• Implement SPSA

  HEmile/storchastic#82 · Filter by author HEmile opened on Sep 17, 2020

• Implement VIMCO and OVIS

  HEmile/storchastic#81 · Filter by author HEmile opened on Aug 17, 2020
  1

• Remove tensor attributes from storch.Tensor

  enhancement
  HEmile/storchastic#80 · Filter by author HEmile opened on Jul 30, 2020

• Implement measure-valued derivatives

  enhancement
  HEmile/storchastic#78 · Filter by author HEmile opened on Jul 30, 2020
  1

• Implement FouST

  enhancement
  HEmile/storchastic#77 · Filter by author HEmile opened on Jul 16, 2020

• Local backwards computation

  HEmile/storchastic#76 · Filter by author HEmile opened on Jun 12, 2020

• Implement beam search as a sampling method

  enhancement
  HEmile/storchastic#74 · Filter by author HEmile opened on May 27, 2020

• Add functionality for instantiating all possible methods for some distribution

  enhancement
  HEmile/storchastic#73 · Filter by author HEmile opened on May 27, 2020

• Implement variable-sized sequence sampling

  enhancement
  HEmile/storchastic#71 · Filter by author HEmile opened on May 15, 2020

• Properly control whether we should take the derivative of the plate weighting

  enhancement
  HEmile/storchastic#70 · Filter by author HEmile opened on May 15, 2020

• Automatically join samples whenever they are duplicates

  enhancement
  HEmile/storchastic#66 · Filter by author HEmile opened on May 11, 2020
  1

• When is reparameterization allowed?

  enhancementquestion
  HEmile/storchastic#63 · Filter by author HEmile opened on Apr 28, 2020

• Rewrite .transpose() operations with .permute()

  enhancement
  HEmile/storchastic#58 · Filter by author HEmile opened on Apr 15, 2020

• Local replaying of the graph

  enhancement
  HEmile/storchastic#56 · Filter by author HEmile opened on Apr 9, 2020

• Implement gradient critics

  HEmile/storchastic#55 · Filter by author HEmile opened on Apr 7, 2020

• Use .retain_grad for saving grads in stochastic nodes

  HEmile/storchastic#54 · Filter by author HEmile opened on Apr 7, 2020