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OBSRAI 2.0#453

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Commits on Apr 22, 2024

• HF loader addition

  

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• feat: requirements update

  

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• fix(pre-commit.ci): auto fixes from pre-commit.com hooks

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• fix: ruff reformat check

  

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• fix: SRAI consultations

  

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• chore: minor changes ;)

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• chore: pre-commit fixes

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• update tooling

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• add changelog

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• chore: hf -> huggingface

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Commits on Apr 23, 2024

• chore: remove config.yamls

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Commits on Apr 24, 2024

• feat: Initialization of base models

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• feat: regression base model init

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Commits on Apr 25, 2024

• feat: Vectorizer hex2vec added

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• initial version of evaluator

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• feat: extended evaluator with custom metrics function & loss computing

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• fix: usage of evaluator

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• feat: dataloader allowed in evaluate function

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• feat: evaluate returning metrics dictionary

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• feat: inital version of trainer

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• added untracked changes

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• feat: initial prediction method in trainer

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Commits on Apr 26, 2024

• feat: vectorizer standarization

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• fix: metrics import

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• Merge branch 'base_models' of https://github.com/Repcak2000/srai into base_models

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• fix: circular imports in trainer fixed

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• fix: fixed mistake on model arguments

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• fix: reshaped target labels

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• fix: TODO list add

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• chore: Merge branch 'base_models' of https://github.com/Repcak2000/srai into base_models

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Commits on Apr 28, 2024

• feat: shifted prediction functionalities to predicor module

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• fix: zeroed early stopping counter

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• fix on vectorizer reference"

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• fix on vectorizer reference"

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• feat: using predictor in example, fix on h3 indexes encoding

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Commits on May 6, 2024

• fix: Resolve conflicts

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Commits on May 7, 2024

• feat: categorical / numerical columns moved to dataset object - Airbnb dataset

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Commits on May 10, 2024

• feat: add core columns information to datasets

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• feat: GeoVexEmbedder added to Vectorizer

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Commits on May 14, 2024

• feat: train dev test split add

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Commits on May 16, 2024

• fix: remove data leakage from Vectorizer

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• added initial colum names

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Commits on May 17, 2024

• feat: Train dev test split, based on spatial h3

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Commits on May 21, 2024

• feat: regression generalization, type datasets addition

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Commits on May 26, 2024

• feat: changed PortoTaxi preprocessing

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Commits on May 30, 2024

• fix: change train_test_split methods

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Commits on May 31, 2024

• fix: typo in dataset name

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Commits on Jun 2, 2024

• adjusted bucket split to hex values

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• fix: avoid warnings

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• added constant to metric calculation to avoid zeroes

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• added normalization to metrics

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Commits on Jun 3, 2024

• chore: introducing information about dataset

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• feat: Benchmark version added to Airbnb dataset.

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• fix: change approach to resolution based in airbnb dataset.

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• fix: change approach in train test split to resolution based.

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