ludwig-ai/ludwig: Data-centric declarative deep learning framework

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Star history of ludwig
Issue history of ludwig

ludwig Recent Issues

Issue Title State Comments Created Date Updated Date Closed Date
Sarcos Dataset doesn't exist at expected URL open 0 2023-01-27 2023-01-24 -
Fix explanations with cache embeddings closed 0 2023-01-25 2023-01-24 2023-01-27
Preprocessing audio feature with sample ratio fails closed 3 2023-01-24 2023-01-24 2023-01-26
RuntimeError if just one class in multi-class output feature open 8 2023-01-24 2023-01-24 -
Re-enable GOSS boosting type open 0 2023-01-23 2023-01-24 -
MT5 Text Encoder Requires Sentencepiece open 0 2023-01-21 2023-01-24 -
Benchmark performance regression: mercedes_benz_greener.ecd.yaml open 1 2023-01-20 2023-01-31 -
ludwig-gpu image build consistently times out after 6-7 hours closed 0 2023-01-20 2023-01-24 2023-01-20
Resume training in MLflow run not reading/writing from/to artifacts properly open 1 2023-01-18 2023-01-24 -
Prompt learning like that in chatGPT / You chat, any way? open 2 2023-01-15 2023-01-24 -
Missing ROC AUC metric in training output closed 1 2023-01-14 2023-02-01 2023-01-19
Refactor GBMs to request at least 1 CPU by default closed 0 2023-01-06 2023-01-08 2023-01-12
Reduce resource overhead of TestDatasetWindowAutosizing tests open 1 2023-01-06 2023-01-08 -
Confused defined train_step in Trainer and evaluation_step/predict_step in Model? open 3 2023-01-02 2023-01-08 -
Don't close MLflow run context when training model closed 3 2022-12-30 2023-01-08 2022-12-30
Transient error: Metadata mismatch found in `from_delayed` open 2 2022-12-28 2023-01-20 -
Automatically infer `vector_size` when not set explicitly by the user closed 0 2022-12-28 2023-02-01 2022-12-28
Possible using torch DDP(DistributedDataParallel)? closed 7 2022-12-27 2023-01-31 2023-01-04
SIGSEGV during imports for Ludwig components closed 4 2022-12-24 2023-01-08 2023-01-13
ImportError: cannot import name 'Trainer' from 'ray.train.trainer' closed 2 2022-12-22 2023-01-08 2023-01-11
Installing/Training on Google Colab open 1 2022-12-22 2023-01-08 -
`ludwig-dev` Dockerfile still uses Tensorflow closed 2 2022-12-21 2023-01-08 2022-12-22
LudwigModel `create_model` static method requires a `config_obj`, but it should take a dict or config obj open 0 2022-12-19 2023-01-08 -
Keep track of which fields in the config were explicitly set by users. closed 0 2022-12-19 2023-01-25 2022-12-22
encoder bug: missing argument `max_sequence_length` for RoBERTa encoder closed 4 2022-12-16 2023-01-08 2022-12-16
Support separate `model_resume_path` and `output_directory` open 0 2022-12-13 2023-01-05 -
bug: Misleading error message for incorrect input feature names open 1 2022-12-09 2023-01-05 -
Automl for multiple targets? open 1 2022-11-09 2023-01-29 -
`ludwig.trainers.LightGBMTrainer` has no method `barrier` closed 4 2022-11-07 2023-01-14 2022-11-09
Serve example doesn't work (empty feature name?) open 5 2022-11-07 2022-11-28 -
ValueError: invalid literal for int() with base 16 during data processing using minio closed 5 2022-11-06 2023-01-15 2022-11-07
Port to_dask() to handle TensorDType errors based on Ray nightly implementation open 0 2022-10-17 2022-12-06 -
Add Kaggle tabular dataset and multiscale benchmarksfor multimodal learning open 2 2022-10-16 2023-01-24 -
Expose hyperopt trial output directory open 0 2022-10-15 2022-12-06 -
Is it possible to visualize the model network? closed 9 2022-10-14 2022-12-11 2022-10-25
`LudwigModel.preprocess` with `skip_save_processed_input=False` and Ray backend returns flat Image/Audio features open 1 2022-10-13 2022-12-27 -
Modin ray tests failing open 0 2022-10-13 2022-12-06 -
Add new datasets to Ludwig Dataset Zoo open 1 2022-10-12 2022-12-06 -
Presence of hyperopt in config causes issue with model.train open 1 2022-10-12 2022-12-06 -
`H3` input features fail to save in Dask/Ray Backend open 0 2022-10-04 2023-01-15 -
`Set` output features fail to save in Dask/Ray Backend open 0 2022-10-04 2023-01-16 -
`Text`/`Sequence` output features fail to save in Dask/Ray Backend open 0 2022-10-04 2022-11-27 -
Support different stop strategies and enable time_budget_s for ludwig train closed 2 2022-09-21 2022-12-05 2022-10-05
Hyperopt tests fail with Ray 1.12 closed 0 2022-09-19 2022-12-05 2022-09-19
TypeError: '>' not supported between instance of 'str' and 'int' when tune_for_memory is True closed 1 2022-09-15 2022-12-10 2022-09-16
best practice to tune configs to avoid OOM issue open 2 2022-09-15 2022-12-05 -
Examples to use large remote dataset(s3 or minio) closed 8 2022-09-15 2023-01-28 2022-10-05
Timeseries forecasting results inquiry closed 11 2022-09-14 2023-01-31 2022-09-29
PyArrow error while preprocessing CSV dataset via the CLI open 0 2022-09-14 2022-12-05 -
nightly Ludwig seems use ray air API incorrectly closed 5 2022-09-13 2022-12-05 2022-09-14