ignite good first issues (Python)

🥇 Everyone is welcome to contribute 💯 9 days ago

help wanted good first issue Hacktoberfest PyDataGlobal

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Checkpoint stateful handlers and metrics 22 days ago

enhancement help wanted module: metrics

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Improve distributed tests for Confusion Matrix (CM and MLCM) 22 days ago

enhancement help wanted Hacktoberfest module: metrics PyDataGlobal

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Are there any ways to filter out or ignore a batch in engine? 2 months ago

enhancement help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

enable automatic mixed precision for xla 3 months ago

enhancement help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Label-wise metrics (Accuracy etc.) for multi-label problems 3 months ago

enhancement help wanted module: metrics

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Enhancements to EarlyStopping handler 4 months ago

enhancement help wanted module: handlers

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

More EpochMetric's compute_fn output types 5 months ago

enhancement help wanted Hacktoberfest module: metrics PyDataGlobal

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Implementation of RecSys Metrics 5 months ago

enhancement help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Tracking the metrics with performance gaps on XLA 5 months ago

enhancement help wanted Hacktoberfest module: metrics PyDataGlobal

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Add Expected Calibration Error metrics and derived 5 months ago

enhancement help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Add Hausdorff distance in Metrics 5 months ago

enhancement help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Top-K precision/recall multilabel metrics for ranking task 5 months ago

enhancement help wanted module: metrics

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

More control over ProgressBar formatting 5 months ago

enhancement help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Provide tiny wrapper over pytorch ThroughputBenchmark 5 months ago

enhancement help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

[Feature]:SequenceAccuracy Metric for PyTorch Ignite 5 months ago

enhancement help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Improve code coverage 5 months ago

enhancement help wanted Hacktoberfest PyDataGlobal

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Support for TorchSnapshot for efficient checkpoint saving and loading 5 months ago

enhancement help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Event handler to "unlock" GCPs Vertex.AI hyperparameter tuning service 5 months ago

help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

create_lr_scheduler_with_warmup does not change init_lr to proper value 6 months ago

enhancement help wanted question docs

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Updating getting started to add code for the setup_tb_logger 6 months ago

good first issue docs

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Updating `.devcontainer/devcontainer.json` to use ruff for formatting instead of the black. 7 months ago

good first issue

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

[FR] Engine with data echoing/minibatch persistency/BA 7 months ago

enhancement help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

[Bug] HitRate metric raises IndexError instead of ValueError when top_k is empty 7 months ago

bug good first issue

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Modernize `super()` calls 7 months ago

good first issue

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

DaviesBouldinScore raises ValueError when number of clusters < 2 7 months ago

bug good first issue module: metrics

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

SilhouetteScore crashes when number of clusters < 2 7 months ago

bug good first issue module: metrics

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Fix Edge Case Crashes in Clustering Metrics 8 months ago

AI Summary: This GitHub issue tracks crashes in Ignite's clustering metrics (`SilhouetteScore`, `DaviesBouldinScore`, `CalinskiHarabaszScore`) during early training epochs. These crashes occur because the underlying `scikit-learn` implementations do not support degenerate cluster distributions (e.g., all samples in one cluster), leading to `ValueError` and `Engine` failure. The goal is to fix these edge cases to prevent evaluation crashes.

Complexity: 3/5

bug help wanted module: metrics

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Replace typing hints with new version 8 months ago

enhancement help wanted good first issue

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Port Ray example to Ignite 8 months ago

enhancement help wanted examples integrations

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

[Feature] Add classification metric MCC 8 months ago

enhancement help wanted module: metrics

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Fix FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. about 1 year ago

help wanted good first issue

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Try to replace conda/setup-python with astral-uv if faster about 1 year ago

help wanted good first issue ci

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

Debug mode for ignite about 1 year ago

enhancement help wanted

pytorch/ignite

4.8K

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

Python

#closember#deep-learning#hacktoberfest#machine-learning#metrics#neural-network#python#pytorch

pytorch/ignite

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