feat: ram

.gitattributes

@@ -1,3 +1,4 @@
 *.pth filter=lfs diff=lfs merge=lfs -text
 tutorials/visuals.ipynb filter=lfs diff=lfs merge=lfs -text
 todd/tasks/natural_language_processing/tokenizers/clip_bpe.txt.gz filter=lfs diff=lfs merge=lfs -text
+*.jpg filter=lfs diff=lfs merge=lfs -text

.pre-commit-config.yaml

@@ -75,9 +75,7 @@ repos:
       - id: codespell
         exclude_types:
           - jupyter
-        args:
-          - tests
-          - todd
+        exclude: ^docs/source/pretrained/ram.csv$
   - repo: https://github.com/commitizen-tools/commitizen
     rev: v3.14.1
     hooks:

.vscode/settings.json

@@ -4,6 +4,7 @@
     "BBoxes",
     "codebook",
     "codebooks",
+    "ConceptNet",
     "ConvNeXt",
     "cxcy",
     "cxcywh",
@@ -20,6 +21,7 @@
     "IoUs",
     "LAION",
     "LLAVA",
+    "logit",
     "LVIS",
     "multihead",
     "ODKD",
@@ -28,6 +30,7 @@
     "SGFI",
     "shorthair",
     "Sintel",
+    "Swin",
     "synset",
     "synsets",
     "unicodes",

docs/source/data/conceptnet.py

@@ -0,0 +1,6 @@
+import todd.tasks.knowledge_graph as kg
+
+conceptnet = kg.ConceptNet()
+print(conceptnet.similarity('/c/en/cat', '/c/en/cats'))
+print(conceptnet.similarity('/c/en/cat', '/c/en/dog'))
+print(conceptnet.similarity('/c/en/cat', '/c/en/computer'))

docs/source/data/conceptnet.rst

@@ -0,0 +1,25 @@
+ConceptNet
+==========
+
+https://github.com/commonsense/conceptnet5
+
+.. code-block:: bash
+
+    root=data/conceptnet
+    mkdir -p ${root}
+
+ConceptNet 5.7.0
+----------------
+
+.. code-block:: bash
+
+    wget https://s3.amazonaws.com/conceptnet/downloads/2019/edges/conceptnet-assertions-5.7.0.csv.gz -P ${root}
+
+Numberbatch
+-----------
+
+https://github.com/commonsense/conceptnet-numberbatch
+
+.. code-block:: bash
+
+    wget http://conceptnet.s3.amazonaws.com/precomputed-data/2016/numberbatch/19.08/mini.h5 -P ${root}

docs/source/pretrained/clip.py

@@ -1,3 +1,5 @@
+# pylint: disable=duplicate-code
+
 import torch
 import torchvision.transforms.v2 as tf_v2
 from einops.layers.torch import Rearrange

docs/source/pretrained/dino.py

@@ -1,3 +1,5 @@
+# pylint: disable=duplicate-code
+
 import torch
 import torchvision.transforms.v2 as tf_v2
 from einops.layers.torch import Rearrange