Sparse-autoencoder

What's Changed
* Improve performance & logging by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/62
* Add neuron resampling by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/56
* Switch loss to mean by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/67
* Simplify logging by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/65


**Full Changelog**: https://github.com/ai-safety-foundation/sparse_autoencoder/compare/v0.7.0...v0.8.0

What's Changed
* Simplify poe commands by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/61
* Implement Capacity Metric and W&B Histogram Logging by HoagyC in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/48


**Full Changelog**: https://github.com/ai-safety-foundation/sparse_autoencoder/compare/v0.6.0...v0.7.0

What's Changed
* L1 averaged over batch by ArthurConmy in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/28
* Add names to model children modules by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/57
* Move loss averaging to log step by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/59
* Improve sweep defaults by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/58


**Full Changelog**: https://github.com/ai-safety-foundation/sparse_autoencoder/compare/v0.5.0...v0.6.0

What's Changed
* Add note about local venv to the readme by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/27
* remove old import by jbloomAus in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/21
* Add abstract dataset by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/35
* Add Pile Uncopyrighted source data by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/36
* Set all dataclasses to frozen by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/37
* Add Neel's C4 Dataset by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/38
* Remove old src data functionality by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/39
* Add get_dataloader method to source dataset by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/41
* Add mixed precision manual settings throughout SAE by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/42
* Make the pile tests more robust by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/43
* Restrict Python version to <3.12 due to aiohttp compatibility by HoagyC in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/40
* Pin old transformers and tokenizers versions to fix bug with Neel's tokenizer by ArthurConmy in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/24
* Add alias poe commands by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/44
* Add pre commit hooks quick setup by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/46
* Add batch size option to config by ArthurConmy in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/25
* Fix demo pipeline by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/50

New Contributors
* jbloomAus made their first contribution in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/21
* HoagyC made their first contribution in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/40
* ArthurConmy made their first contribution in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/24

**Full Changelog**: https://github.com/ai-safety-foundation/sparse_autoencoder/compare/v0.3.0...v0.4.0

What's Changed
* Add feature density histogram by alan-cooney in https://github.com/alan-cooney/sparse_autoencoder/pull/14
* Explicitly disable unused pyright rules by alan-cooney in https://github.com/alan-cooney/sparse_autoencoder/pull/15


**Full Changelog**: https://github.com/alan-cooney/sparse_autoencoder/compare/v0.2.0...v0.3.0