This release of Prisma is a snapshot of the library, before we significantly modify its structure to create a vision analog of HookedTransformer. The next version will have full hook management / activation caching.
The current ViT code is very simple, which is nice from an educational perspective. I may reference this code in the future if creating didactic examples.
What's Changed
* Update CONTRIBUTING.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/2
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/3
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/4
* Update CONTRIBUTING.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/5
* Update CONTRIBUTING.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/6
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/7
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/8
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/9
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/10
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/11
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/12
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/13
* tested code for number of samples by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/14
* Set up the dSprites the datasets for the shape classification by YashVadi in https://github.com/soniajoseph/ViT-Prisma/pull/16
* Updates to the trainer to work with MSE, and perform train/test split when test set isn't provided by PraneetNeuro in https://github.com/soniajoseph/ViT-Prisma/pull/15
* Critical Fix: Referencing training/test acc in incorrect scope | Feat : Starter code to support pretrained models from huggingface by PraneetNeuro in https://github.com/soniajoseph/ViT-Prisma/pull/18
* Updates to loading and usage of pretrained ViTs from HuggingFace by PraneetNeuro in https://github.com/soniajoseph/ViT-Prisma/pull/19
* Revert "Updates to loading and usage of pretrained ViTs from HuggingFace" by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/20
* Pull request of new interactive attention head visualization feature by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/25
* Revert "Pull request of new interactive attention head visualization feature" by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/26
* Revert "Revert "Pull request of new interactive attention head visualization feature"" by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/27
* Support for pretrained models from timm along with Huggingface by PraneetNeuro in https://github.com/soniajoseph/ViT-Prisma/pull/28
* Documentation: Usage Guide by PraneetNeuro in https://github.com/soniajoseph/ViT-Prisma/pull/30
* link to usage guide by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/31
* Update UsageGuide.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/32
* Documentation: Induction dataset by PraneetNeuro in https://github.com/soniajoseph/ViT-Prisma/pull/34
* Feat: Polygenic Induction dataset and Hook to fetch intermediate activations by PraneetNeuro in https://github.com/soniajoseph/ViT-Prisma/pull/35
* Improvements to the API and wandb team init by PraneetNeuro in https://github.com/soniajoseph/ViT-Prisma/pull/40
* Start circuit-based analysis by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/41
* Fix Nested Parameters, Update Training script, and Document dSprites Experiment by YashVadi in https://github.com/soniajoseph/ViT-Prisma/pull/42
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/43
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/45
* added code for vizing neurons in vits by alik-git in https://github.com/soniajoseph/ViT-Prisma/pull/49
* Cleaned up visualize js code by themachinefan in https://github.com/soniajoseph/ViT-Prisma/pull/50
* Update README.md by soniajoseph in https://github.com/soniajoseph/ViT-Prisma/pull/51
* Update ImagenetResults.md by YashVadi in https://github.com/soniajoseph/ViT-Prisma/pull/53
* Visualization tool with multiple images by themachinefan in https://github.com/soniajoseph/ViT-Prisma/pull/54
* Optimization of JS visualization code by PraneetNeuro in https://github.com/soniajoseph/ViT-Prisma/pull/61
New Contributors
* soniajoseph made their first contribution in https://github.com/soniajoseph/ViT-Prisma/pull/2
* YashVadi made their first contribution in https://github.com/soniajoseph/ViT-Prisma/pull/16
* PraneetNeuro made their first contribution in https://github.com/soniajoseph/ViT-Prisma/pull/15
* alik-git made their first contribution in https://github.com/soniajoseph/ViT-Prisma/pull/49
* themachinefan made their first contribution in https://github.com/soniajoseph/ViT-Prisma/pull/50
**Full Changelog**: https://github.com/soniajoseph/ViT-Prisma/commits/v0.1.0