autrainer/autrainer issues and pull requests

#100 - WIP Fix/dataset dataclass

Pull Request - State: open - Opened by ATriantafyllopoulos 26 days ago

#99 - Fix Unescaped Tilde Character in Plotting Tutorial Docs

Pull Request - State: closed - Opened by ramppdev 28 days ago
Labels: bug, docs

#98 - Expand Quickstart Docs with List and Show Examples

Pull Request - State: open - Opened by ramppdev 29 days ago
Labels: docs

#97 - Remove Checkpoint Attributes from Model Config during Fetching

Pull Request - State: closed - Opened by ramppdev 29 days ago
Labels: bug

#96 - Fix Device Fallback if not Compiled with Cuda

Pull Request - State: closed - Opened by ramppdev about 1 month ago
Labels: bug

#95 - Fix ToyDataset Initialization Order

Pull Request - State: closed - Opened by ramppdev about 1 month ago
Labels: bug

#94 - Fix Undefined Features Path in Preprocessing Script

Pull Request - State: closed - Opened by millinma about 1 month ago - 1 comment
Labels: bug

#93 - model_checkpoint in fetch script

Issue - State: closed - Opened by millinma about 1 month ago - 1 comment
Labels: bug, good first issue

#92 - Undefined features_path

Issue - State: closed - Opened by millinma about 1 month ago - 1 comment
Labels: bug

#91 - Add dataset interface to audb

Issue - State: open - Opened by ATriantafyllopoulos about 1 month ago
Labels: feature

#90 - Migrate to Ruff v0.9.0 and Extend Linting Rules

Issue - State: open - Opened by ramppdev about 1 month ago - 1 comment
Labels: improvement

#89 - New dev branch

Issue - State: open - Opened by ATriantafyllopoulos about 1 month ago
Labels: question

#88 - Integration of sound event detection

Issue - State: open - Opened by ATriantafyllopoulos about 1 month ago
Labels: feature

#87 - Speed up Trainer Initialization

Pull Request - State: closed - Opened by ramppdev about 2 months ago - 1 comment
Labels: improvement

#86 - Add More Balanced and Weighted Criterions

Pull Request - State: open - Opened by ramppdev about 2 months ago - 7 comments
Labels: feature

#85 - Fix Per-Example Loss and Refactor Outputs Tracker

Pull Request - State: closed - Opened by ramppdev about 2 months ago
Labels: bug, improvement

#84 - Per-Example Loss Values are Wrong for BalancedCrossEntropyLoss

Issue - State: closed - Opened by ramppdev about 2 months ago - 2 comments
Labels: bug

#83 - Remove Deprecated Get Evaluation Data Method

Pull Request - State: closed - Opened by ramppdev about 2 months ago
Labels: bug

#82 - Draft: Add Support for Global Transforms

Pull Request - State: open - Opened by ramppdev about 2 months ago - 6 comments
Labels: improvement

#81 - Info on changing the data path

Issue - State: open - Opened by millinma about 2 months ago - 4 comments
Labels: docs

#80 - Fix Dataset Dataframe Inconsistencies

Pull Request - State: closed - Opened by ramppdev about 2 months ago
Labels: improvement

#79 - Support Remote Code for Hugging Face Inference

Pull Request - State: closed - Opened by ramppdev about 2 months ago
Labels: improvement

#78 - Fix Order of Batch Size and Inference Batch Size Dataset Arguments

Pull Request - State: closed - Opened by ramppdev about 2 months ago
Labels: bug

#77 - Fix Multi-Target Regression Typo and Add Missing MTR Tests

Pull Request - State: closed - Opened by ramppdev 2 months ago
Labels: bug, improvement

#76 - Add Missing Trainer Type Annotations and Docstrings

Pull Request - State: closed - Opened by ramppdev 2 months ago
Labels: improvement

#75 - Torchvision model transforms missing

Issue - State: open - Opened by ATriantafyllopoulos 2 months ago - 13 comments
Labels: question, improvement

#74 - v0.5.1

Issue - State: closed - Opened by ATriantafyllopoulos 2 months ago - 2 comments
Labels: question

#73 - Fix openSMILE Feature Extraction Transform Output Shape

Pull Request - State: closed - Opened by ramppdev 3 months ago
Labels: bug

#72 - openSMILE functionals

Issue - State: closed - Opened by ATriantafyllopoulos 3 months ago - 5 comments
Labels: bug

#71 - Skip and Disable Training Results Tracking if Outputs are not Saved

Pull Request - State: closed - Opened by ramppdev 3 months ago

#70 - v0.6.0

Issue - State: open - Opened by ATriantafyllopoulos 3 months ago - 2 comments

#69 - Bump version to v0.5.0

Pull Request - State: closed - Opened by ATriantafyllopoulos 3 months ago

#68 - v0.5.0

Issue - State: closed - Opened by ATriantafyllopoulos 3 months ago - 1 comment

#67 - Fix cnn14 state loading

Pull Request - State: closed - Opened by ATriantafyllopoulos 3 months ago
Labels: bug

#66 - Bug with Cnn14-T state loading

Issue - State: closed - Opened by ATriantafyllopoulos 3 months ago - 4 comments
Labels: bug

#65 - Added simple dataset overview to bookkeeping

Pull Request - State: open - Opened by millinma 3 months ago - 1 comment
Labels: feature

#64 - Self-supervised training

Issue - State: open - Opened by ATriantafyllopoulos 3 months ago - 1 comment
Labels: feature, improvement

#63 - Segment-based dataset

Issue - State: open - Opened by ATriantafyllopoulos 3 months ago - 2 comments
Labels: feature

#62 - Fully Disable Training Results Tracking if Outputs are not Saved

Issue - State: closed - Opened by ramppdev 3 months ago
Labels: good first issue, improvement

#61 - Feature/dataset dataclass

Pull Request - State: open - Opened by ATriantafyllopoulos 3 months ago - 7 comments
Labels: improvement

#60 - Add Type Annotations and Documentation to training.py

Issue - State: closed - Opened by ramppdev 3 months ago
Labels: good first issue, improvement

#59 - Add Tests for BaseMTRegressionDataset

Issue - State: closed - Opened by ramppdev 3 months ago
Labels: improvement

#58 - Fix: safe call to F1 MLC scores

Pull Request - State: closed - Opened by ATriantafyllopoulos 3 months ago - 4 comments
Labels: bug

#57 - Tracked multilabel metrics are wrong

Issue - State: closed - Opened by ATriantafyllopoulos 4 months ago - 18 comments
Labels: bug

#56 - Transforms Setup Function for Full Dataset Access

Issue - State: open - Opened by ramppdev 4 months ago
Labels: improvement

#55 - Bump waitress from 3.0.0 to 3.0.1

Pull Request - State: closed - Opened by dependabot[bot] 4 months ago - 1 comment
Labels: dependencies

#54 - Update dataset interface

Pull Request - State: closed - Opened by ATriantafyllopoulos 4 months ago - 7 comments
Labels: feature, improvement

#53 - Add Multi-Target Regression Task

Pull Request - State: closed - Opened by ramppdev 4 months ago

#52 - Add Target Transform Length

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: improvement

#51 - Bump autrainer Version to v0.4.0

Pull Request - State: closed - Opened by ramppdev 4 months ago

#50 - Bump hydra-filter-sweeper Plugin Version to v1.1.0

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: improvement

#49 - Simplify Dataset Output Dimension through Target Transform Length

Issue - State: closed - Opened by ramppdev 4 months ago
Labels: improvement

#48 - Add Multi-Target Regression Task

Issue - State: closed - Opened by ramppdev 4 months ago
Labels: feature

#47 - Save Class Probability Columns in Outputs Tracker and Inference Results

Pull Request - State: closed - Opened by ramppdev 4 months ago - 1 comment
Labels: improvement

#46 - Add MSP-Podcast dataset

Pull Request - State: open - Opened by ATriantafyllopoulos 4 months ago - 1 comment
Labels: feature

#45 - Fix Dataset Target Column Type Annotations

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: bug

#44 - Remove Optional Sigmoid and Softmax from Models

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: bug

#43 - Improve Constants Configuration

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: improvement

#42 - Offer Weighted Criterions for all Training Tasks

Issue - State: open - Opened by ramppdev 4 months ago
Labels: feature, good first issue

#41 - Switch to dataclass for data flow

Issue - State: open - Opened by ATriantafyllopoulos 4 months ago - 9 comments
Labels: improvement

#40 - Require all Model Outputs to be Logits

Issue - State: closed - Opened by ramppdev 4 months ago - 2 comments
Labels: bug

#39 - Save Class Probabilities during Inference

Issue - State: closed - Opened by ramppdev 4 months ago - 4 comments
Labels: improvement

#38 - Fix Empty Class Prediction for MultiLabelEncoder

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: bug

#37 - Make Constants Editable and Unify Location for Easier Configuration

Issue - State: closed - Opened by ramppdev 4 months ago
Labels: good first issue, improvement

#36 - Add License to Footer in Documentation

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: docs

#35 - Fix Hydra Overrides Encoding

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: bug

#34 - Fix Reproducibility Docs Code Block Indentation

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: bug

#33 - Add Inference Progress Bars

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: improvement

#32 - Improve Dataset Structure Explanation

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: docs

#31 - Fix Preprocessing CLI Defaults and Improve Efficiency

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: bug

#30 - CHANGELOG

Issue - State: open - Opened by ATriantafyllopoulos 4 months ago - 4 comments
Labels: docs

#29 - Serving pipeline downloads original model state in transfer learning

Issue - State: open - Opened by ATriantafyllopoulos 4 months ago - 6 comments
Labels: good first issue, improvement

#28 - Improve Dataset Structure Explanation

Issue - State: closed - Opened by ramppdev 4 months ago
Labels: docs

#27 - Preprocessing does not progress and ends with OOM error

Issue - State: closed - Opened by AlexanderGbd 4 months ago - 11 comments
Labels: bug

#26 - Fix Audio File Handler Deserialization

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: bug

#25 - Fix Hugging Face Model Local Path Directory

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: bug

#24 - Bump autrainer Version to v0.3.0

Pull Request - State: closed - Opened by ramppdev 4 months ago

#23 - Fix Inconsistent Scheduler Step Call Positions

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: bug

#22 - Fix Multi-Label Classification Threshold

Pull Request - State: closed - Opened by ramppdev 4 months ago
Labels: bug

#21 - Save Preprocessing Pipeline for Inference

Pull Request - State: closed - Opened by ramppdev 5 months ago
Labels: feature

#20 - Save Preprocessing Pipeline for Inference

Issue - State: closed - Opened by ramppdev 5 months ago
Labels: feature

#19 - Support Inference from Hugging Face with Custom Code

Issue - State: closed - Opened by ramppdev 5 months ago - 1 comment
Labels: feature

#18 - Multi-Label Classification Threshold Inconsistency

Issue - State: closed - Opened by ramppdev 5 months ago
Labels: bug, good first issue

#17 - Improve Scheduler Step Call Positions

Issue - State: closed - Opened by ramppdev 5 months ago
Labels: feature, good first issue

#16 - Optional DataLoader Arguments

Issue - State: open - Opened by ramppdev 5 months ago - 3 comments
Labels: feature, good first issue

#15 - Bump autrainer Version to v0.2.0

Pull Request - State: closed - Opened by ramppdev 5 months ago

#14 - Modularize CUDA-enabled Device Selection

Pull Request - State: closed - Opened by ramppdev 5 months ago
Labels: feature

#13 - Add Audiomentations Augmentation Wrapper

Pull Request - State: closed - Opened by ramppdev 5 months ago
Labels: feature

#12 - Allow custom Callbacks in Main Configuration

Pull Request - State: closed - Opened by ramppdev 5 months ago
Labels: feature

#11 - Run Hydra CLI Commands only in Notebook as Subprocess

Pull Request - State: closed - Opened by ramppdev 5 months ago
Labels: feature

#10 - Add Audiomentations Augmentation Wrapper

Issue - State: closed - Opened by ramppdev 5 months ago
Labels: feature

#9 - Manually select CUDA Device to use for Training

Issue - State: closed - Opened by ramppdev 5 months ago
Labels: feature

#8 - Allow custom Callbacks in Main Configuration

Issue - State: closed - Opened by ramppdev 5 months ago
Labels: feature

#7 - Fix Inference with custom Classes

Pull Request - State: closed - Opened by ramppdev 5 months ago
Labels: bug

#6 - Fix README Header Image and Add Missing PyPI Links

Pull Request - State: closed - Opened by ramppdev 5 months ago
Labels: bug

#5 - Load Model Checkpoints with Arbitrary Output Dimensions

Pull Request - State: closed - Opened by ramppdev 5 months ago - 5 comments
Labels: feature

#4 - Broken Header Image in README.md on PyPI

Issue - State: closed - Opened by ramppdev 5 months ago - 1 comment
Labels: bug

#3 - Fix Broken Callbacks and Hardcoded Dependencies

Pull Request - State: closed - Opened by ramppdev 5 months ago

#2 - Initial v0.1.0 Setup

Pull Request - State: closed - Opened by ramppdev 5 months ago

#1 - Add Placeholder README

Pull Request - State: closed - Opened by ramppdev 6 months ago

GitHub / autrainer/autrainer issues and pull requests