goldener good first issues (Python)

Add `GoldClusterComplexitySelectionTool` to prune data with a per-cluster budget set by the cluster complexity 1 day ago

enhancement good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add `GoldKFoldSelector` to build cross-validation folds that each reproduce the data variability 2 days ago

enhancement good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add a curriculum batch sampler `GoldCurriculumBatchSampler` driven by an embedding-based `GoldDensityWeigher` 3 days ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add `GoldDensityWeigher` to compute per-sample weights from the embedding density for imbalanced training 3 days ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add `GoldDatasetMatcher` to detect data drift or validate/compare selection/split 3 days ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add `GoldNoveltyScorer` to score how out-of-distribution each sample is compared to a reference set 3 days ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add `GoldPredictionAnalyzer` to understand the model behavior for different semantic content 3 days ago

enhancement help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

`GoldClusterizedBatchSampler` should allow to start back from a given epoch 4 days ago

enhancement good first issue help wanted

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

`GoldClusterizedBatchSampler` should include a way to know the specifics based on an epoch count and batch size 5 days ago

enhancement help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Vectorization can filter randomly, the random state should be settable to allow reproducibility 6 days ago

good first issue help wanted ready time estimation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Make the `GoldDescriptor` serializable 6 days ago

help wanted ready serialization

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Make the `GoldVectorizer` serializable 6 days ago

help wanted ready serialization

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

When estimating computation time, we should make the computation deterministic 6 days ago

enhancement good first issue help wanted ready time estimation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

When estimating computation time, we should not take already processed elements into account 6 days ago

enhancement good first issue help wanted ready time estimation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Display an estimation of the computation time for `GoldDescriptor` 9 days ago

help wanted ready time estimation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

`GoldSplitter` docstring mention distribution while the distribution is chosen in the internal `GoldDoers` 10 days ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Create a website for Goldener (marketing and user guide) about 1 month ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Setup the serialization principles for the GoldDoers about 1 month ago

help wanted ready serialization

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Create base classes for GoldDoers about 1 month ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Fix quality issues spotted by Github security and quality about 1 month ago

help wanted ready infra security

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add Slack automation to communicate with the community about the repository update about 1 month ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Set the standard practices for distributed computation in Goldener about 2 months ago

help wanted ready infra distributed computation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Investigate Ctrl+C unresponsiveness during Coreax coreset selection in GoldSelector about 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add contributors display in readme about 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

In `TestGoldVectorizer` fix method name about 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Improve coverage of restriction tests for `GoldClusterizer`, `GoldDescriptor` and `GoldVectorizer` about 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Data splitting should end up with the same population than sklearn about 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Force type annotations everywhere about 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add a unit test for the usage of `restrict_to` and `restriction_idx_key` in `select_in_dataset` of `GoldSelector` about 2 months ago

good first issue help wanted ready test

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Refactor and generalize PyTorch collate function to preserve sample sequences and leverage default_collate about 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Check index key is valid when restricting to specified indices in `GoldSelector` and `GoldClusterizer` about 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add type annotation in `organize.py` about 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Display an estimation of the computation time for `GoldVectorizer` 2 months ago

help wanted ready time estimation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Tool optimizing the `GoldDescriptor` computation throughput and memory usage 2 months ago

help wanted tools ready infra memory usage

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

`GoldSelector`: Select a bunch of really similar data 2 months ago

enhancement help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

All `GoldDoers` must be able to restrict their actions to some samples 2 months ago

enhancement good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Force `GoldClusterizer` to cluster every sample in 1 unique single cluster 2 months ago

enhancement good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add a GoldPipelineTool allowing to associate together multiple Goldener tools 2 months ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add vector transformation in the different `GoldDoer` 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Show more progress information during GoldDoers computation 2 months ago

help wanted tools ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Make the `GoldSplitter` serializable 2 months ago

help wanted ready serialization

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Make the `GoldClusterizer` serializable 2 months ago

help wanted ready serialization

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Make the `GoldSelector` serializable 2 months ago

help wanted ready serialization

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Distribute the computation for `GoldSelector` 2 months ago

help wanted ready infra distributed computation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Distribute the computation for `GoldDescriptor` 2 months ago

help wanted ready infra distributed computation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Distribute the computation for `GoldVectorizer` 2 months ago

help wanted ready infra distributed computation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Distribute the computation for `GoldClusterizer` 2 months ago

help wanted ready infra distributed computation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Distribute the computation for `GoldSplitter` 2 months ago

help wanted ready infra distributed computation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Tool optimizing the `GoldSelector` computation memory usage 2 months ago

help wanted tools ready infra memory usage

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Display an estimation of the computation time for `GoldClusterizer` 2 months ago

help wanted ready time estimation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Display an estimation of the computation time for `GoldSplitter` 2 months ago

help wanted ready time estimation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Display an estimation of the computation time for `GoldSelector` 2 months ago

help wanted ready time estimation

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

In GoldDoers, setting the `distribute` attribute to `True` if `_distributed_do` is not implemented 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

GoldSelectionTool.select returns the input when the selection size >= input size 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

GoldClusterizer: Use get_random_chunk_assignment when creating chunks 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Allow to start the selection of a `GoldSelector` with anchors (already selected/defined embeddings) 2 months ago

enhancement help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Rename `TensorVectorizer` as `GoldTensorVectorizationTool` 2 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add commands to define the general configuration of Goldener 3 months ago

enhancement help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Allow to affiliate some configuration to the tables obtained by past computation 3 months ago

enhancement help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Make `GoldTorchEmbeddingTool` extract features without using hooks (issue with multithread) 3 months ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Make Pixeltable logging optional 3 months ago

enhancement good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Specify smarter chunk composition as input of `GoldSelector` or `GoldClusterizer` 3 months ago

enhancement help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add a GoldReducer to reduce already vectorized or described data 3 months ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Save the initial embeddings and the vectorized ones when a `GoldDescriptor` includes a `TensorVectorizer` 3 months ago

enhancement help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Include a `TensorVectorizer` in `GoldSelector` to unwrap existing description table 3 months ago

enhancement help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Store the reduced embeddings when GoldReductionTool is leveraged to limit memory/time constraints 3 months ago

enhancement help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Use a SelectionTool to filter data in TensorVectorizer 3 months ago

enhancement good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Keep some vectors outside of the target when vectorizing in `GoldDescriptor` and `GoldVectorizer` 3 months ago

enhancement help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add GoldClusterizedBatchSampler to the main `__init__.py` file of Goldener 3 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Set `selection_key` default in `GoldSplitter.get_split_indices` 3 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Windows - uvloop runtime error 3 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Set `cluster_key` default in `GoldClusterizer.get_cluster_indices` 3 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Set `selection_key` default in `GoldSelector.get_selection_indices` 3 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add a GoldSampler to orchestrate the sampling of data 3 months ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Make Goldener AI ready: Skills 3 months ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Make Goldener AI ready: Specification in AGENTS.md 3 months ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Set sequence-preserving collate function as default in `GoldDoer` classes when `collate_fn` is `None` 3 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Standardize Pixeltable test directory setup and teardown across test suites 3 months ago

good first issue help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Support multi-hot (L-hot) targets and list-based label schema for multi-label tasks 3 months ago

help wanted ready

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

Add presentation in readme for GoldClusterizedBatchSampler 4 months ago

good first issue

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

add unit test for unwrap_vectors_in_batch and vectorize_and_unwrap_in_batch 8 months ago

good first issue in progress

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

GoldFeatureExtractor: make the device always available (allow to convert data device before running extraction) 11 months ago

good first issue

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

GoldSelector does not use the target when actually vectorizing 11 months ago

good first issue

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

GoldSplitter: must force the selector to find features to vectorize in the "feature" column 11 months ago

good first issue

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

GoldDescriptor, GoldSelector and GoldSplitter: Allow to specify to restrict to a small part of the dataset 11 months ago

good first issue

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

GoldDescriptor: Add a data_key attribute to find which element of the dataset to extract feature from 11 months ago

enhancement good first issue

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

GoldSplitter and GoldSelector: When multiple classes are selected we should allow to name the table differently 12 months ago

good first issue help wanted

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

GoldDescriptor: when initializing the table, it should unwrap not tensor elements 12 months ago

good first issue

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

GoldSplitter: allow to have int class label or convert them to str 12 months ago

good first issue

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

GoldDescriptor, GoldSelector, GoldSplitter: should return either a dataset or table 12 months ago

help wanted

goldener-data/goldener

7

Goldener - Make your data even more valuable

Python

goldener-data/goldener

Open Issues Need Help