Door: vision and dynamic models¶
Start here¶
- The ResNet-18 running example on one image.
- See the graph and inspect any operation, including operations no module returns.
- Intervene on a site and measure the effect.
Going further¶
- Receptive and projective fields, and using a field as an intervention site.
- Episode capture for multi-step generation loops, and the KV-cache guide.
- Recipes: Grad-CAM with torch-cam, network dissection, feature visualisation.
- The any-architecture strip: the same three lines on six architecture families.
Coming from another tool¶
torchvision feature extraction, timm features_only, torchview, Captum. Where another tool is the better choice: where to go instead.