HEmile/storchastic issues and pull requests

#108 - C++ API

Issue - State: open - Opened by kkaryos 7 months ago

#107 - Methods for k-subset selection

Issue - State: open - Opened by sscardapane about 2 years ago

#106 - Bump certifi from 2020.12.5 to 2022.12.7

Pull Request - State: open - Opened by dependabot[bot] about 2 years ago
Labels: dependencies

#105 - Cleanup

Pull Request - State: open - Opened by pminervini over 2 years ago

#104 - Update README.md

Pull Request - State: closed - Opened by pminervini over 2 years ago

#103 - Refactor: Use torchdim instead of Storchastics plating system

Issue - State: open - Opened by HEmile over 2 years ago
Labels: enhancement

#102 - comparison between gumbel softmax, rebar, and relax

Issue - State: open - Opened by fnzhan about 3 years ago - 4 comments

#101 - Compatibility with Conv networks

Issue - State: closed - Opened by xiaosu-zhu over 3 years ago - 3 comments

#100 - Fix typo

Pull Request - State: closed - Opened by ordabayevy over 3 years ago - 1 comment

#99 - Ensure parameters of REBAR and RELAX are learned

Issue - State: open - Opened by HEmile over 3 years ago

#98 - Bump urllib3 from 1.26.4 to 1.26.5

Pull Request - State: closed - Opened by dependabot[bot] over 3 years ago
Labels: dependencies

#97 - Memory leak fix, surrogate loss function

Pull Request - State: closed - Opened by HEmile over 3 years ago

#96 - Updated code to latest framework formulation in paper

Pull Request - State: closed - Opened by HEmile over 3 years ago

#95 - Concatenating Reparameterized and UnorderedSetEstimator samples into one tensor

Issue - State: open - Opened by DavidKLim almost 4 years ago - 1 comment
Labels: enhancement

#94 - Bump pygments from 2.7.3 to 2.7.4

Pull Request - State: closed - Opened by dependabot[bot] almost 4 years ago
Labels: dependencies

#93 - Bump urllib3 from 1.26.2 to 1.26.4

Pull Request - State: closed - Opened by dependabot[bot] almost 4 years ago
Labels: dependencies

#92 - Bump bleach from 3.2.1 to 3.3.0

Pull Request - State: closed - Opened by dependabot[bot] almost 4 years ago
Labels: dependencies

#91 - Merge Dice branch

Pull Request - State: closed - Opened by HEmile almost 4 years ago

#90 - ValueError: The value argument to log_prob must be a Tensor

Issue - State: closed - Opened by zhaoguangyuan123 almost 4 years ago - 8 comments

#89 - when will you include ARM?

Issue - State: closed - Opened by zhaoguangyuan123 almost 4 years ago - 2 comments

#88 - RELAX/REBAR missing mc_sample

Issue - State: closed - Opened by csmith49 almost 4 years ago - 2 comments

#87 - Recursion limit reached with many cost nodes

Issue - State: closed - Opened by csmith49 almost 4 years ago - 4 comments
Labels: bug

#86 - Examples with Bernoulli distributions failing

Issue - State: closed - Opened by csmith49 about 4 years ago - 1 comment
Labels: bug

#85 - Implement GO/Generalized Stochastic Backpropagation

Issue - State: open - Opened by HEmile over 4 years ago - 1 comment

#84 - Implement Gumbel-Rao Monte Carlo estimator

Issue - State: open - Opened by HEmile over 4 years ago

#83 - Implement Quadratic Approximation baseline for reparameterization

Issue - State: open - Opened by HEmile over 4 years ago

#82 - Implement SPSA

Issue - State: open - Opened by HEmile over 4 years ago

#81 - Implement VIMCO and OVIS

Issue - State: open - Opened by HEmile over 4 years ago - 1 comment

#80 - Remove tensor attributes from storch.Tensor

Issue - State: open - Opened by HEmile over 4 years ago
Labels: enhancement

#79 - Improve overrides of magic methods

Issue - State: closed - Opened by HEmile over 4 years ago
Labels: enhancement

#78 - Implement measure-valued derivatives

Issue - State: open - Opened by HEmile over 4 years ago - 1 comment
Labels: enhancement

#77 - Implement FouST

Issue - State: open - Opened by HEmile over 4 years ago
Labels: enhancement

#76 - Local backwards computation

Issue - State: open - Opened by HEmile over 4 years ago

#75 - Implemented handling eos tokens

Pull Request - State: closed - Opened by HEmile over 4 years ago

#74 - Implement beam search as a sampling method

Issue - State: open - Opened by HEmile over 4 years ago
Labels: enhancement

#73 - Add functionality for instantiating all possible methods for some distribution

Issue - State: open - Opened by HEmile over 4 years ago
Labels: enhancement

#72 - Abstracted sampling out of storch.method.Method

Pull Request - State: closed - Opened by HEmile over 4 years ago

#71 - Implement variable-sized sequence sampling

Issue - State: open - Opened by HEmile over 4 years ago
Labels: enhancement

#70 - Properly control whether we should take the derivative of the plate weighting

Issue - State: open - Opened by HEmile over 4 years ago
Labels: enhancement

#69 - Abstract sampling procedures

Issue - State: closed - Opened by HEmile over 4 years ago - 1 comment
Labels: enhancement

#68 - Sequences sampling with replacement

Pull Request - State: closed - Opened by HEmile over 4 years ago

#67 - Sampling with replacement from sequences

Issue - State: closed - Opened by HEmile over 4 years ago
Labels: enhancement

#66 - Automatically join samples whenever they are duplicates

Issue - State: open - Opened by HEmile over 4 years ago - 1 comment
Labels: enhancement

#65 - Unordered set estimator

Pull Request - State: closed - Opened by HEmile almost 5 years ago

#64 - Score function wor

Pull Request - State: closed - Opened by HEmile almost 5 years ago

#63 - When is reparameterization allowed?

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: enhancement, question

#62 - Reducing plates should be in topological order

Issue - State: closed - Opened by HEmile almost 5 years ago
Labels: bug

#61 - Implemented Stochastic Beam Search

Pull Request - State: closed - Opened by HEmile almost 5 years ago
Labels: enhancement

#60 - Proper wrapping of PyTorch using __torch_function__

Pull Request - State: closed - Opened by HEmile almost 5 years ago

#59 - Cleaner overriding of Tensors

Issue - State: closed - Opened by HEmile almost 5 years ago
Labels: enhancement, critical feature

#58 - Rewrite .transpose() operations with .permute()

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: enhancement

#57 - Sequence models with EOF support

Issue - State: closed - Opened by HEmile almost 5 years ago

#56 - Local replaying of the graph

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: enhancement

#55 - Implement gradient critics

Issue - State: open - Opened by HEmile almost 5 years ago

#54 - Use .retain_grad for saving grads in stochastic nodes

Issue - State: open - Opened by HEmile almost 5 years ago

#53 - Automatic actor-critic

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: enhancement

#52 - Tutorial on stochastic computation graphs

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: documentation

#51 - Tutorial on credit assignment

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: documentation

#50 - Implement differentiating through argmax

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: enhancement

#49 - Implement ARM and ARSM

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: enhancement

#48 - Crash using score function in BCE

Issue - State: open - Opened by HEmile almost 5 years ago - 1 comment
Labels: bug

#47 - Implemented LAX, RELAX and REBAR

Pull Request - State: closed - Opened by HEmile almost 5 years ago

#46 - No monkey-patched storchastic

Issue - State: open - Opened by HEmile almost 5 years ago

#45 - Rethink generic backward call

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: bug

#44 - Tensor.backward does not unwrap storch.Tensor

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: bug

#43 - Incompatibility between TorchScript and Storchastic

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: incompatibility

#42 - Allow method.sample to sample using arbitrary event shapes.

Issue - State: open - Opened by HEmile almost 5 years ago - 2 comments

#41 - Update conf.py

Pull Request - State: closed - Opened by HEmile almost 5 years ago

#40 - Implemented the expectation method

Pull Request - State: closed - Opened by HEmile almost 5 years ago

#39 - Add option to weight samples in IndependentTensor

Issue - State: closed - Opened by HEmile almost 5 years ago

#38 - Add option to Method to ignore estimation

Issue - State: closed - Opened by HEmile almost 5 years ago - 1 comment

#37 - Check if the variance computation is correct

Issue - State: closed - Opened by HEmile almost 5 years ago
Labels: bug

#36 - Smart tensor wrapping and methods as nn.Modules

Pull Request - State: closed - Opened by HEmile almost 5 years ago
Labels: critical feature

#35 - Smart tensor wrapping

Pull Request - State: closed - Opened by HEmile almost 5 years ago
Labels: critical feature

#34 - Iterating over storch tensors

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: enhancement

#33 - Save originally sampled tensor in StochasticTensor

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: enhancement

#32 - Rework adding costs

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: enhancement

#31 - Ignore deterministic tensor checking during sampling

Issue - State: closed - Opened by HEmile almost 5 years ago - 1 comment
Labels: enhancement

#30 - Linking sample batch dimensions

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: enhancement

#29 - Make storch.Tensors override torch.Tensor

Issue - State: open - Opened by HEmile almost 5 years ago
Labels: enhancement

#28 - Implement Expect

Issue - State: closed - Opened by HEmile almost 5 years ago - 1 comment

#27 - Implement VIndex ing

Issue - State: open - Opened by HEmile almost 5 years ago

#26 - Memory leak in stochastic computation graph

Issue - State: closed - Opened by HEmile almost 5 years ago
Labels: bug

#25 - Implement the unordered set estimator

Issue - State: closed - Opened by HEmile almost 5 years ago - 1 comment
Labels: enhancement, help wanted

#24 - Methods as modules

Pull Request - State: closed - Opened by HEmile almost 5 years ago

#23 - Methods as nn.modules

Issue - State: closed - Opened by HEmile almost 5 years ago - 1 comment
Labels: critical feature

#22 - Easily parallelizable reshape

Issue - State: open - Opened by HEmile almost 5 years ago

#21 - Automatically check unbiasedness of gradient estimator

Issue - State: open - Opened by HEmile almost 5 years ago

#20 - Automatically keep track of the last gradients for statistics

Issue - State: open - Opened by HEmile about 5 years ago

#19 - Implement markov decision processes

Issue - State: open - Opened by HEmile about 5 years ago
Labels: enhancement

#18 - Implement examples

Issue - State: open - Opened by HEmile about 5 years ago
Labels: enhancement

#15 - Allow easily choosing the number of samples N taken

Issue - State: closed - Opened by HEmile about 5 years ago
Labels: critical feature

#14 - Automatic optimization of gradient estimators

Issue - State: closed - Opened by HEmile about 5 years ago
Labels: enhancement

#13 - Parent - children edges denoting differentiability

Issue - State: closed - Opened by HEmile about 5 years ago
Labels: critical feature

#12 - Implement distributional dependent methods, with score function concretely

Issue - State: closed - Opened by HEmile about 5 years ago
Labels: critical feature

#11 - Implement basic arithmetic on storch tensors

Issue - State: closed - Opened by HEmile about 5 years ago
Labels: enhancement

#9 - Implement automatic computation of gradient statistics

Issue - State: closed - Opened by HEmile about 5 years ago
Labels: critical feature

#5 - Recognize requires_grad on stochastic tensors

Issue - State: closed - Opened by HEmile about 5 years ago
Labels: critical feature

#4 - Plating to denote conditional independencies

Issue - State: closed - Opened by HEmile about 5 years ago - 2 comments
Labels: enhancement

#3 - Clever (un)wrapping of collections of Tensors

Issue - State: open - Opened by HEmile about 5 years ago
Labels: enhancement

GitHub / HEmile/storchastic issues and pull requests