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* Update `TextCatBOW` to use the fixed `SparseLinear` layer A while ago, we fixed the `SparseLinear` layer to use all available parameters: https://github.com/explosion/thinc/pull/754 This change updates `TextCatBOW` to `v3` which uses the new `SparseLinear_v2` layer. This results in a sizeable improvement on a text categorization task that was tested. While at it, this `spacy.TextCatBOW.v3` also adds the `length_exponent` option to make it possible to change the hidden size. Ideally, we'd just have an option called `length`. But the way that `TextCatBOW` uses hashes results in a non-uniform distribution of parameters when the length is not a power of two. * Replace TexCatBOW `length_exponent` parameter by `length` We now round up the length to the next power of two if it isn't a power of two. * Remove some tests for TextCatBOW.v2 * Fix missing import |
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| .. | ||
| project | ||
| templates | ||
| __init__.py | ||
| _util.py | ||
| apply.py | ||
| assemble.py | ||
| benchmark_speed.py | ||
| convert.py | ||
| debug_config.py | ||
| debug_data.py | ||
| debug_diff.py | ||
| debug_model.py | ||
| download.py | ||
| evaluate.py | ||
| find_function.py | ||
| find_threshold.py | ||
| info.py | ||
| init_config.py | ||
| init_pipeline.py | ||
| package.py | ||
| pretrain.py | ||
| profile.py | ||
| train.py | ||
| validate.py | ||