-
Notifications
You must be signed in to change notification settings - Fork 249
Insights: lightly-ai/lightly
Overview
Could not load contribution data
Please try again later
3 Pull requests merged by 2 people
-
Remove LightlySSL in Three Lines Docs
#1636 merged
Aug 16, 2024 -
Use TiCoTransform Everywhere
#1634 merged
Aug 16, 2024 -
docs: add timm backbone tutorial
#1631 merged
Aug 14, 2024
1 Pull request opened by 1 person
-
docs: add colab badges to examples
#1637 opened
Aug 19, 2024
49 Issues closed by 2 people
-
sdist missing requirement files
#1146 closed
Aug 16, 2024 -
data augmentation
#68 closed
Aug 16, 2024 -
Add documentation and helper functions to store and retrieve checkpoints
#127 closed
Aug 16, 2024 -
Update requirements list
#219 closed
Aug 16, 2024 -
Add PIRL
#396 closed
Aug 16, 2024 -
CLI can't process B/W videos
#513 closed
Aug 16, 2024 -
from_torch_dataset only works on classification datasets
#598 closed
Aug 16, 2024 -
integrate with Lightning ecosystem CI
#672 closed
Aug 16, 2024 -
Lightly CLI not working for pytorch lightning versions < 1.5
#912 closed
Aug 16, 2024 -
Enable accelerator: "auto" and devices: "auto"
#1158 closed
Aug 16, 2024 -
Refactor I-JEPA to use timm ViT
#1367 closed
Aug 16, 2024 -
Cleanup utils docstrings
#1224 closed
Aug 16, 2024 -
Cleanup models tests
#1211 closed
Aug 16, 2024 -
Cleanup transforms tests
#1212 closed
Aug 16, 2024 -
Cleanup utils tests
#1205 closed
Aug 16, 2024 -
Cleanup data tests
#1208 closed
Aug 16, 2024 -
Cleanup embedding tests
#1209 closed
Aug 16, 2024 -
Cleanup loss tests
#1210 closed
Aug 16, 2024 -
Cleanup cli tests
#1207 closed
Aug 16, 2024 -
Cleanup models docstrings
#1222 closed
Aug 16, 2024 -
Cleanup loss docstrings
#1221 closed
Aug 16, 2024 -
Cleanup embedding docstrings
#1220 closed
Aug 16, 2024 -
Cleanup data docstrings
#1219 closed
Aug 16, 2024 -
Cleanup CLI docstrings
#1218 closed
Aug 16, 2024 -
Archive platform tutorials
#1226 closed
Aug 16, 2024 -
MSN ImageNet Benchmark
#1368 closed
Aug 16, 2024 -
PMSN ImageNet Benchmark
#1369 closed
Aug 16, 2024 -
SimMIM ImageNet Benchmark
#1370 closed
Aug 16, 2024 -
VICRegL ImageNet Benchmark
#1372 closed
Aug 16, 2024 -
NNCLR ImageNet Benchmark
#1373 closed
Aug 16, 2024 -
SMoG ImageNet Benchmark
#1374 closed
Aug 16, 2024 -
MAE
#1255 closed
Aug 16, 2024 -
TiCo ImageNet Benchmark
#1371 closed
Aug 16, 2024 -
Remove Lightly in Three Lines from docs
#1376 closed
Aug 16, 2024 -
Add CITATION.cff
#1363 closed
Aug 16, 2024 -
Add TiCoTransform
#1470 closed
Aug 16, 2024 -
Type check lightly.cli
#1388 closed
Aug 16, 2024 -
Type check lightly.data
#1389 closed
Aug 16, 2024 -
Type check lightly.loss
#1391 closed
Aug 16, 2024 -
Type check lightly.models
#1392 closed
Aug 16, 2024 -
Type check lightly.utils.benchmarking
#1393 closed
Aug 16, 2024 -
Update benchmark logs
#1435 closed
Aug 16, 2024 -
Add function to load model from pretrained checkpoint
#1475 closed
Aug 16, 2024 -
Allow skipping weight initialisation for Masked Vision Transformers.
#1511 closed
Aug 16, 2024 -
Ability to use pre-made augmentations
#1525 closed
Aug 16, 2024 -
Change the backbone of the SimSiam to ViT
#1570 closed
Aug 16, 2024 -
Clarity on freeze_last_layer argument used in DinoProjectionHead
#1586 closed
Aug 16, 2024 -
I really need the code for downstream segmentation tasks using MAE pre-training weights
#1591 closed
Aug 16, 2024 -
How to calculate classification accuracy
#1610 closed
Aug 16, 2024
2 Issues opened by 2 people
-
Type Check Package
#1635 opened
Aug 16, 2024 -
Divergent loss with SimCLR
#1633 opened
Aug 15, 2024
50 Unresolved conversations
Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.
-
torch._C._LinAlgError: linalg.svd: (Batch element 0): The algorithm failed to converge because the input matrix is ill-conditioned or has too many repeated singular values (error code: 15).
#1599 commented on
Aug 16, 2024 • 0 new comments -
Cleanup Tests
#1206 commented on
Aug 16, 2024 • 0 new comments -
Provide Benchmark Backbone Checkpoint Weights
#1621 commented on
Aug 16, 2024 • 0 new comments -
Add MaskedVisionTransformerDecoder
#1615 commented on
Aug 16, 2024 • 0 new comments -
Update I-JEPA example to use timm
#1614 commented on
Aug 16, 2024 • 0 new comments -
Grad-CAM or attention map
#1587 commented on
Aug 16, 2024 • 0 new comments -
Add multi-modal method(s)
#1573 commented on
Aug 16, 2024 • 0 new comments -
Transfer Learning?
#1574 commented on
Aug 16, 2024 • 0 new comments -
Supervised Contrastive Loss
#1554 commented on
Aug 16, 2024 • 0 new comments -
Support for Video SSL methods
#1557 commented on
Aug 16, 2024 • 0 new comments -
Figure out how to support codecov with multiprocessing
#1548 commented on
Aug 16, 2024 • 0 new comments -
Can we switch to torchvision v2 transforms?
#1547 commented on
Aug 16, 2024 • 0 new comments -
Fix examples on Windows
#1512 commented on
Aug 16, 2024 • 0 new comments -
Remove opencv dependency from tests
#1477 commented on
Aug 16, 2024 • 0 new comments -
Support for Python 3.12
#1473 commented on
Aug 16, 2024 • 0 new comments -
W-MSE docs and examples
#1465 commented on
Aug 16, 2024 • 0 new comments -
W-MSE benchmark
#1464 commented on
Aug 16, 2024 • 0 new comments -
New SSL algorithm called SparK: Sparse and Hierarchical masKed modeling
#1462 commented on
Aug 16, 2024 • 0 new comments -
MMCR benchmark
#1452 commented on
Aug 16, 2024 • 0 new comments -
CycleCL
#1447 commented on
Aug 16, 2024 • 0 new comments -
Speed up benchmarks by disabling find_unused_parameters
#1434 commented on
Aug 16, 2024 • 0 new comments -
New SSL algorithm called Maximum Manifold Capacity Representations (NeurIPS 2023)
#1423 commented on
Aug 16, 2024 • 0 new comments -
Feature Request: Return all losses with multi-loss methods e.g., VICReg
#1422 commented on
Aug 16, 2024 • 0 new comments -
Type check lightly.api
#1387 commented on
Aug 16, 2024 • 0 new comments -
EMP-SSL
#1343 commented on
Aug 16, 2024 • 0 new comments -
Report all metrics at end of benchmark
#1333 commented on
Aug 16, 2024 • 0 new comments -
Rerun benchmarks on cifar10, imagenette and imagenet100
#1327 commented on
Aug 16, 2024 • 0 new comments -
integrate with Lightning ecosystem CI
#1326 commented on
Aug 16, 2024 • 0 new comments -
Finish I-JEPA
#1320 commented on
Aug 16, 2024 • 0 new comments -
Add SimCLR with temperature schedule
#1319 commented on
Aug 16, 2024 • 0 new comments -
Add more detailed docstring to knn predict
#1316 commented on
Aug 16, 2024 • 0 new comments -
A²MIM
#1315 commented on
Aug 16, 2024 • 0 new comments -
Add configurable normalization epsilon for NTXentLoss
#1259 commented on
Aug 16, 2024 • 0 new comments -
Cleanup init files
#1229 commented on
Aug 16, 2024 • 0 new comments -
Add linting
#1228 commented on
Aug 16, 2024 • 0 new comments -
Move classes and public functions to top of files
#1227 commented on
Aug 16, 2024 • 0 new comments -
Lightly Roadmap
#1199 commented on
Aug 16, 2024 • 0 new comments -
Figure out if we can use tool to verify docstring format
#1217 commented on
Aug 16, 2024 • 0 new comments -
Cleanup Benchmark Docs
#1204 commented on
Aug 16, 2024 • 0 new comments -
Cleanup
#1198 commented on
Aug 16, 2024 • 0 new comments -
New Benchmarks
#1197 commented on
Aug 16, 2024 • 0 new comments -
VICRegL error when grid size is too big
#1179 commented on
Aug 16, 2024 • 0 new comments -
Add support for DinoV2
#1166 commented on
Aug 16, 2024 • 0 new comments -
pytorch_lightning -> lightning
#1160 commented on
Aug 16, 2024 • 0 new comments -
SimMIM and non-ViT backbones
#1135 commented on
Aug 16, 2024 • 0 new comments -
Unittests: refactor creation of fake datasets and embeddings
#546 commented on
Aug 16, 2024 • 0 new comments -
EPIC: Refactor pip package
#493 commented on
Aug 16, 2024 • 0 new comments -
Implement CoMatch
#56 commented on
Aug 16, 2024 • 0 new comments -
Cleanup Docstrings
#1216 commented on
Aug 16, 2024 • 0 new comments -
style: migrate to `ruff`
#1564 commented on
Aug 16, 2024 • 0 new comments