ResponsiblyAI /
responsibly
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Good job, 2 issues
were fixed.
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| A | ↘ | B | ethically.we.bias.GenderBiasWE.debias() got worse |
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1
issue
(minor)
was introduced.
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| 1 added class/operation | |||
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A | ethically.we.bias.BiasWordEmbedding._generate_pair_candidates() added | |
| B | ↗ | A | ethically.we.bias.GenderBiasWE.debias() improved |
| 7 added classes/operations | |||
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A | ethically.utils added | |
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A | ethically.utils._warning_setup() added | |
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A | ethically.we.utils.cosine_similarities_by_words() added | |
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A | ethically.we.bias.GenderBiasWE.compute_factual_association() added | |
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A | ethically.we.bias.BiasWordEmbedding.plot_factual_association() added | |
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A | ethically.we.bias.BiasWordEmbedding.compute_factual_association() added | |
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A | ethically.we.bias.GenderBiasWE.plot_factual_association() added | |
| D | ↘ | F | ethically.we.weat.calc_all_weat() got worse |
| A | ↘ | B | ethically.we.weat got worse |
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1
issue
(informational)
was introduced.
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| 129 added classes/operations | |||
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B | ethically.we.bias.BiasWordsEmbedding.debias() added | |
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C | ethically.we.bias.BiasWordsEmbedding._identify_direction() added | |
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C | ethically.we.bias.BiasWordsEmbedding.learn_full_specific_words() added | |
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C | ethically.we.weat.calc_all_weat() added | |
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B | ethically.we.weat.calc_single_weat() added | |
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B | ethically.we.bias.BiasWordsEmbedding.generate_analogies() added | |
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B | ethically.we.weat._filter_weat_data() added | |
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B | ethically.we.bias.BiasWordsEmbedding._equalize() added | |
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B | ethically.fairness.interventions.threshold.find_thresholds() added | |
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A | ethically.dataset.adult added | |
| A | ↘ | F | ethically.we.bias got worse |
| view all | |||
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Good job, 1 issue
was fixed.
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| 28 added classes/operations | |||
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F | ethically.we.core added | |
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C | ethically.we.core.BiasWordsEmbedding.learn_full_specific_words() added | |
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B | ethically.we.core.BiasWordsEmbedding.generate_analogies() added | |
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B | ethically.we.core.BiasWordsEmbedding.debias() added | |
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C | ethically.we.core.BiasWordsEmbedding._identify_direction() added | |
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B | ethically.we.core.BiasWordsEmbedding._equalize() added | |
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A | ethically.we.core.BiasWordsEmbedding.evaluate_words_embedding() added | |
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A | ethically.we.benchmark.get_data_resource_path() added | |
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A | ethically.we.benchmark.prepare_word_pairs_file() added | |
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A | ethically.we.core.BiasWordsEmbedding.calc_indirect_bias() added | |
| F | ↗ | A | ethically.we.bias improved |
| view all | |||
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2
issues
(1 minor, 1 unknown)
were introduced.
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|
Good job, 1 issue
was fixed.
|
|||
|
1
issue
(unknown)
was introduced.
|
|||
| B | ↘ | C | ethically.we.core.BiasWordsEmbedding._identify_direction() got worse |
| 2 added classes/operations | |||
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A | ethically.we.bias.GenderBiasWE.plot_dist_projections_on_direction() added | |
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A | ethically.we.core.BiasWordsEmbedding.plot_dist_projections_on_directio... added | |
| B | ↗ | A | ethically.we.bias.GenderBiasWE._initialize_data() improved |
| C | ↘ | F | ethically.we.core got worse |
| 7 added classes/operations | |||
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B | ethically.we.bias.GenderBiasWE._initialize_data() added | |
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B | ethically.we.bias.GenderBiasWE.debias() added | |
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A | ethically.we.bias.GenderBiasWE.calc_direct_bias() added | |
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A | ethically.we.bias.GenderBiasWE.learn_full_specific_words() added | |
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A | ethically.we.bias.GenderBiasWE.__init__() added | |
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A | ethically.we.core.BiasWordsEmbedding._filter_words_by_model() added | |
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A | ethically.we.bias added | |
| F | ↗ | C | ethically.we.core improved |
| 1 added class/operation | |||
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A | ethically.we.core.BiasWordsEmbedding.__contains__() added | |
| A | ↘ | B | ethically.we.core.BiasWordsEmbedding.evaluate_words_embedding() got worse |
| A | ethically.cli.main() removed |
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Good job, 1 issue
was fixed.
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| 2 added classes/operations | |||
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A | ethically.we.utils.generate_one_word_forms() added | |
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A | ethically.we.utils.generate_words_forms() added | |
| A | ↘ | B | ethically.we.core.GenderBiasWE.debias() got worse |
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Not enabled
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| F responsibly.we.weat.... rated critical |
| F responsibly.we.utils... rated critical |
| F responsibly.we.bias rated critical |
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| Markdown | |
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| RDOC | |
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