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GitHub / KevinMusgrave/pytorch-metric-learning issues and pull requests

#620 - Possible bug in assignment of initial_avg_query_norm

Issue - State: closed - Opened by rheum over 1 year ago - 2 comments
Labels: bug

#619 - Why do I get diffrent results of outlier?

Issue - State: closed - Opened by kurose635 over 1 year ago - 4 comments
Labels: question

#618 - Faiss throws up TypedStorage is Deprecated UserWarning

Issue - State: closed - Opened by chichieinstein over 1 year ago - 4 comments

#616 - Index Error method get_target_mask using CosFaceLoss

Issue - State: closed - Opened by jailsonpj over 1 year ago - 4 comments
Labels: question

#615 - Update samplers.md

Pull Request - State: closed - Opened by rheum over 1 year ago

#614 - Remove `indices_tuple` argument from CrossBatchMemory

Issue - State: open - Opened by KevinMusgrave over 1 year ago
Labels: enhancement

#612 - Convert MPerClassSampler to a `batch_sampler`

Issue - State: open - Opened by KevinMusgrave over 1 year ago
Labels: enhancement

#611 - MPerClassSampler: 'numpy.int32' object is not iterable

Issue - State: closed - Opened by rheum over 1 year ago - 4 comments
Labels: question

#609 - Question about the usage of NTXentLoss along with CrossBatchMemory

Issue - State: closed - Opened by HaominJiang over 1 year ago - 15 comments
Labels: question

#608 - Explain more clearly how NTXentLoss works

Issue - State: closed - Opened by KevinMusgrave over 1 year ago - 1 comment
Labels: documentation

#605 - v2.1.0

Pull Request - State: closed - Opened by KevinMusgrave over 1 year ago

#604 - Stratified Sampler with NTXent + Cross-Batch -- Cuda Error

Issue - State: closed - Opened by sapan over 1 year ago - 2 comments
Labels: question

#603 - Implementation logics for generalised end-to-end (GE2E) loss

Issue - State: open - Opened by penguinwang96825 over 1 year ago
Labels: question

#602 - Make CustomKNN usable in Inference or explain that it can't be used

Issue - State: open - Opened by KevinMusgrave over 1 year ago
Labels: enhancement

#600 - [Question] Understanding terminology reference, embedding

Issue - State: closed - Opened by DanielRoeder1 over 1 year ago - 8 comments
Labels: question

#599 - [Question]: CrossBatchMemory pos/neg pair creation

Issue - State: closed - Opened by DanielRoeder1 over 1 year ago - 2 comments
Labels: question

#598 - Some questions for inference and validation

Issue - State: closed - Opened by albertofernandezvillan over 1 year ago - 3 comments
Labels: question

#597 - ArcFaceLoss num_classes and embedding_size

Issue - State: closed - Opened by brianw0924 over 1 year ago - 1 comment
Labels: question

#596 - self-defined triplet

Issue - State: closed - Opened by brianw0924 over 1 year ago - 2 comments
Labels: question

#594 - Is there anything like AUC?

Issue - State: closed - Opened by brianw0924 over 1 year ago - 3 comments
Labels: question

#593 - v2.0.1

Pull Request - State: closed - Opened by KevinMusgrave over 1 year ago

#592 - Account for RecordKeeper's hash_map in def record_group_name of logging_presets.py

Pull Request - State: closed - Opened by HSinger04 almost 2 years ago - 2 comments

#591 - record_group_name in logging_presets.py: Forgot to account for hash_map?

Issue - State: closed - Opened by HSinger04 almost 2 years ago - 3 comments
Labels: bug

#590 - add pnp loss

Pull Request - State: closed - Opened by interestingzhuo almost 2 years ago - 12 comments

#589 - Add New Loss

Issue - State: closed - Opened by interestingzhuo almost 2 years ago - 2 comments
Labels: new algorithm request

#588 - Usage of sampler in validation

Issue - State: closed - Opened by simonbuehler almost 2 years ago - 3 comments
Labels: question

#587 - Simplify reducers

Issue - State: open - Opened by KevinMusgrave almost 2 years ago
Labels: enhancement

#586 - Add loss batching code as a utility function

Issue - State: open - Opened by KevinMusgrave almost 2 years ago
Labels: enhancement

#585 - Measure Inference time while testing after pruning

Issue - State: closed - Opened by ajktym94 almost 2 years ago - 3 comments
Labels: question

#584 - train without metric learning

Issue - State: closed - Opened by brianw0924 almost 2 years ago - 1 comment
Labels: question

#583 - Implementing KNN classifier with Inference

Issue - State: closed - Opened by sapan almost 2 years ago - 3 comments
Labels: question

#582 - 'ImageFolder' object has no attribute 'keys'

Issue - State: closed - Opened by Kiwis2012 almost 2 years ago - 2 comments
Labels: question

#581 - v2.0.0

Pull Request - State: closed - Opened by KevinMusgrave almost 2 years ago

#580 - Allow multiple reference embeddings in SelfSupervisedLoss

Issue - State: open - Opened by KevinMusgrave almost 2 years ago
Labels: enhancement

#579 - NTXentLoss for Binary Task

Issue - State: closed - Opened by icsd13152 almost 2 years ago - 4 comments
Labels: question

#578 - v2.0 into dev

Pull Request - State: closed - Opened by KevinMusgrave almost 2 years ago

#577 - v1.7.3

Pull Request - State: closed - Opened by KevinMusgrave almost 2 years ago

#576 - master into dev

Pull Request - State: closed - Opened by KevinMusgrave almost 2 years ago

#575 - Change enqueue_idx to enqueue_mask in CrossBatchMemory

Issue - State: closed - Opened by KevinMusgrave almost 2 years ago - 1 comment
Labels: enhancement

#574 - v1.7.2

Pull Request - State: closed - Opened by KevinMusgrave almost 2 years ago

#573 - Modified supervised contrastive loss with class-conditional InfoNCE

Issue - State: closed - Opened by penguinwang96825 almost 2 years ago - 1 comment
Labels: question

#572 - v1.7.1

Pull Request - State: closed - Opened by KevinMusgrave almost 2 years ago

#571 - Remove torchvision from dependencies

Issue - State: closed - Opened by KevinMusgrave almost 2 years ago - 1 comment
Labels: pip/conda

#570 - v1.7.0

Pull Request - State: closed - Opened by KevinMusgrave almost 2 years ago

#569 - Make pytorch-metric-learning available on conda-forge

Issue - State: closed - Opened by giswqs almost 2 years ago - 15 comments
Labels: pip/conda

#568 - Clarification in CircleLoss Documentation

Issue - State: closed - Opened by ayhyap almost 2 years ago - 1 comment
Labels: documentation

#567 - Add documentation on how to use losses/miners like in the corresponding papers

Issue - State: open - Opened by KevinMusgrave almost 2 years ago
Labels: documentation

#566 - Accuracy_Calculator on large datasets.

Issue - State: closed - Opened by chichieinstein almost 2 years ago - 3 comments
Labels: question

#565 - 3D embedding tensor

Issue - State: closed - Opened by celsofranssa almost 2 years ago - 7 comments
Labels: enhancement

#563 - Question about the saved models

Issue - State: closed - Opened by viet2411 almost 2 years ago - 1 comment
Labels: question

#562 - is this reasonable?

Issue - State: closed - Opened by GorillaSX almost 2 years ago - 3 comments
Labels: question

#560 - Make VICRegLoss use BaseMetricLossFunction

Issue - State: closed - Opened by KevinMusgrave almost 2 years ago - 2 comments
Labels: enhancement

#557 - SupCR: Supervised Contrastive Regression

Issue - State: open - Opened by TKassis almost 2 years ago - 2 comments
Labels: new algorithm request

#556 - triplets_past_filter

Issue - State: closed - Opened by where2go947 almost 2 years ago - 4 comments
Labels: question

#554 - knn_func & Distance object

Issue - State: closed - Opened by brianw0924 almost 2 years ago - 1 comment
Labels: question

#553 - "Sum" reducer?

Issue - State: closed - Opened by AngledLuffa almost 2 years ago - 4 comments
Labels: enhancement

#552 - Tester & Accuracy questions

Issue - State: closed - Opened by brianw0924 almost 2 years ago - 5 comments
Labels: question

#551 - Detail about testers.GlobalEmbeddingSpaceTester

Issue - State: closed - Opened by brianw0924 almost 2 years ago - 5 comments
Labels: question

#550 - Scipy distances in Contrastive Loss

Issue - State: closed - Opened by evablanco almost 2 years ago - 1 comment
Labels: question

#549 - How to use ContrastiveLoss

Issue - State: closed - Opened by icsd13152 about 2 years ago - 27 comments
Labels: question

#548 - Using NTXentLoss with PairMarginMiner in different distance functions

Issue - State: closed - Opened by HaominJiang about 2 years ago - 3 comments
Labels: question

#547 - NT-Xent loss causing CUDA OOM: trying to allocate 120GB memory

Issue - State: closed - Opened by siddagra about 2 years ago - 4 comments
Labels: question

#544 - Need help regarding inference

Issue - State: closed - Opened by karthik1145 about 2 years ago - 6 comments
Labels: question

#539 - Modified arcface loss to keep cost function monotonically decreasing

Pull Request - State: closed - Opened by ElisonSherton about 2 years ago - 7 comments

#537 - Arcface Paper vs Code Understanding

Issue - State: closed - Opened by ElisonSherton about 2 years ago - 4 comments
Labels: bug

#535 - Does VICREG loss work correctly in multi-gpus setting?

Issue - State: closed - Opened by NoTody about 2 years ago - 2 comments

#531 - DistributedLossWrapper always requires labels

Issue - State: closed - Opened by KevinMusgrave about 2 years ago - 1 comment
Labels: bug

#491 - faiss search

Issue - State: open - Opened by wangyijun91 over 2 years ago - 1 comment
Labels: enhancement

#478 - CrossBatchMemory warmup & queue initialization

Issue - State: open - Opened by jhgan00 over 2 years ago - 4 comments
Labels: enhancement

#472 - How to use distributed CrossBatchMemory in a MoCo way?

Issue - State: closed - Opened by ZihaoH over 2 years ago - 5 comments
Labels: bug

#464 - Question about embeddings_come_from_same_source argument meaning

Issue - State: closed - Opened by Sorrow321 over 2 years ago - 4 comments
Labels: enhancement

#461 - Example request : VICRegLoss

Issue - State: open - Opened by stereomatchingkiss over 2 years ago - 5 comments
Labels: enhancement

#451 - Eerror of Centroid Triplet Loss (version1.2.0)

Issue - State: open - Opened by fjssharpsword over 2 years ago - 20 comments
Labels: bug

#441 - Make reference embeddings optional in AccuracyCalculator.get_accuracy

Issue - State: closed - Opened by KevinMusgrave over 2 years ago - 1 comment
Labels: enhancement

#437 - Simplify mixin logic

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

#436 - Don't make recordable attributes dynamic

Issue - State: closed - Opened by KevinMusgrave over 2 years ago
Labels: enhancement

#430 - utils.inference: make default match_finder and knn_func use same distance metric

Issue - State: open - Opened by KevinMusgrave almost 3 years ago - 1 comment
Labels: enhancement

#429 - Some questions when Inference with InferenceModel and get_nearest_neighbors

Issue - State: closed - Opened by lilium513 almost 3 years ago - 4 comments
Labels: question

#411 - Add wrapper for self supervised loss

Issue - State: closed - Opened by KevinMusgrave almost 3 years ago - 3 comments
Labels: enhancement

#392 - add smoothap

Pull Request - State: closed - Opened by interestingzhuo almost 3 years ago - 2 comments

#383 - Manifold similarity loss

Issue - State: closed - Opened by Kingofolk almost 3 years ago - 2 comments
Labels: new algorithm request

#319 - Add mixed precision option to BaseTrainer

Issue - State: closed - Opened by mosheliv over 3 years ago - 7 comments
Labels: enhancement

#314 - Hierarchical Triplet Loss

Issue - State: open - Opened by kachayev over 3 years ago - 8 comments
Labels: new algorithm request

#287 - Selectively Contrastive Triplet loss

Issue - State: open - Opened by littleredxh over 3 years ago - 3 comments
Labels: new algorithm request

#262 - Add versioned documentation

Issue - State: closed - Opened by KevinMusgrave almost 4 years ago - 3 comments
Labels: documentation

#251 - FAISS + Windows

Issue - State: closed - Opened by Sterilise almost 4 years ago - 5 comments
Labels: enhancement, fixed in dev branch

#231 - Multi-Label Datasets

Issue - State: closed - Opened by harpalsahota about 4 years ago - 6 comments
Labels: question

#229 - How to transfer NTXent loss for segmentation task?

Issue - State: closed - Opened by Kyfafyd about 4 years ago - 8 comments
Labels: enhancement

#195 - Make it easier to access recordable attributes of nested objects

Issue - State: closed - Opened by KevinMusgrave about 4 years ago
Labels: enhancement

#191 - Ranked List Loss (RLL) implementation

Issue - State: closed - Opened by say2sarwar about 4 years ago - 2 comments
Labels: help wanted, new algorithm request

#179 - How to use NTXentLoss as in CPC?

Issue - State: closed - Opened by vgaraujov over 4 years ago - 31 comments
Labels: Frequently Asked Questions, question

#163 - Allow indices_tuple to be a tensor

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

#111 - Allow dim reducer to be passed in to BaseTester

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

#101 - Add type information to the recordable attributes of losses, miners etc

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

#87 - Add trainer for MoCo

Issue - State: closed - Opened by KevinMusgrave over 4 years ago
Labels: help wanted, new algorithm request

#72 - Make trainers support DistributedDataParallel

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