♻️ old doc links -> new doc links

Author: nateraw

hfdocs/source/models/adversarial-inception-v3.mdx

@@ -63,7 +63,7 @@ To get the top-5 predictions class names:
 
 Replace the model name with the variant you want to use, e.g. `adv_inception_v3`. You can find the IDs in the model summaries at the top of this page.
 
-To extract image features with this model, follow the [timm feature extraction examples](https://rwightman.github.io/pytorch-image-models/feature_extraction/), just change the name of the model you want to use.
+To extract image features with this model, follow the [timm feature extraction examples](../feature_extraction), just change the name of the model you want to use.
 
 ## How do I finetune this model?
 
@@ -77,7 +77,7 @@ script](https://github.com/rwightman/pytorch-image-models/blob/master/train.py)
 
 ## How do I train this model?
 
-You can follow the [timm recipe scripts](scripts) for training a new model afresh.
+You can follow the [timm recipe scripts](../scripts) for training a new model afresh.
 
 ## Citation
 

hfdocs/source/models/advprop.mdx

@@ -61,7 +61,7 @@ To get the top-5 predictions class names:
 
 Replace the model name with the variant you want to use, e.g. `tf_efficientnet_b0_ap`. You can find the IDs in the model summaries at the top of this page.
 
-To extract image features with this model, follow the [timm feature extraction examples](https://rwightman.github.io/pytorch-image-models/feature_extraction/), just change the name of the model you want to use.
+To extract image features with this model, follow the [timm feature extraction examples](../feature_extraction), just change the name of the model you want to use.
 
 ## How do I finetune this model?
 
@@ -75,7 +75,7 @@ script](https://github.com/rwightman/pytorch-image-models/blob/master/train.py)
 
 ## How do I train this model?
 
-You can follow the [timm recipe scripts](scripts) for training a new model afresh.
+You can follow the [timm recipe scripts](../scripts) for training a new model afresh.
 
 ## Citation
 

hfdocs/source/models/big-transfer.mdx

@@ -59,7 +59,7 @@ To get the top-5 predictions class names:
 
 Replace the model name with the variant you want to use, e.g. `resnetv2_101x1_bitm`. You can find the IDs in the model summaries at the top of this page.
 
-To extract image features with this model, follow the [timm feature extraction examples](https://rwightman.github.io/pytorch-image-models/feature_extraction/), just change the name of the model you want to use.
+To extract image features with this model, follow the [timm feature extraction examples](../feature_extraction), just change the name of the model you want to use.
 
 ## How do I finetune this model?
 
@@ -73,7 +73,7 @@ script](https://github.com/rwightman/pytorch-image-models/blob/master/train.py)
 
 ## How do I train this model?
 
-You can follow the [timm recipe scripts](scripts) for training a new model afresh.
+You can follow the [timm recipe scripts](../scripts) for training a new model afresh.
 
 ## Citation
 

hfdocs/source/models/csp-darknet.mdx

@@ -61,7 +61,7 @@ To get the top-5 predictions class names:
 
 Replace the model name with the variant you want to use, e.g. `cspdarknet53`. You can find the IDs in the model summaries at the top of this page.
 
-To extract image features with this model, follow the [timm feature extraction examples](https://rwightman.github.io/pytorch-image-models/feature_extraction/), just change the name of the model you want to use.
+To extract image features with this model, follow the [timm feature extraction examples](../feature_extraction), just change the name of the model you want to use.
 
 ## How do I finetune this model?
 
@@ -75,7 +75,7 @@ script](https://github.com/rwightman/pytorch-image-models/blob/master/train.py)
 
 ## How do I train this model?
 
-You can follow the [timm recipe scripts](scripts) for training a new model afresh.
+You can follow the [timm recipe scripts](../scripts) for training a new model afresh.
 
 ## Citation
 

hfdocs/source/models/csp-resnet.mdx

@@ -59,7 +59,7 @@ To get the top-5 predictions class names:
 
 Replace the model name with the variant you want to use, e.g. `cspresnet50`. You can find the IDs in the model summaries at the top of this page.
 
-To extract image features with this model, follow the [timm feature extraction examples](https://rwightman.github.io/pytorch-image-models/feature_extraction/), just change the name of the model you want to use.
+To extract image features with this model, follow the [timm feature extraction examples](../feature_extraction), just change the name of the model you want to use.
 
 ## How do I finetune this model?
 
@@ -73,7 +73,7 @@ script](https://github.com/rwightman/pytorch-image-models/blob/master/train.py)
 
 ## How do I train this model?
 
-You can follow the [timm recipe scripts](scripts) for training a new model afresh.
+You can follow the [timm recipe scripts](../scripts) for training a new model afresh.
 
 ## Citation
 

hfdocs/source/models/csp-resnext.mdx

@@ -59,7 +59,7 @@ To get the top-5 predictions class names:
 
 Replace the model name with the variant you want to use, e.g. `cspresnext50`. You can find the IDs in the model summaries at the top of this page.
 
-To extract image features with this model, follow the [timm feature extraction examples](https://rwightman.github.io/pytorch-image-models/feature_extraction/), just change the name of the model you want to use.
+To extract image features with this model, follow the [timm feature extraction examples](../feature_extraction), just change the name of the model you want to use.
 
 ## How do I finetune this model?
 
@@ -73,7 +73,7 @@ script](https://github.com/rwightman/pytorch-image-models/blob/master/train.py)
 
 ## How do I train this model?
 
-You can follow the [timm recipe scripts](scripts) for training a new model afresh.
+You can follow the [timm recipe scripts](../scripts) for training a new model afresh.
 
 ## Citation
 

hfdocs/source/models/densenet.mdx

@@ -61,7 +61,7 @@ To get the top-5 predictions class names:
 
 Replace the model name with the variant you want to use, e.g. `densenet121`. You can find the IDs in the model summaries at the top of this page.
 
-To extract image features with this model, follow the [timm feature extraction examples](https://rwightman.github.io/pytorch-image-models/feature_extraction/), just change the name of the model you want to use.
+To extract image features with this model, follow the [timm feature extraction examples](../feature_extraction), just change the name of the model you want to use.
 
 ## How do I finetune this model?
 
@@ -75,7 +75,7 @@ script](https://github.com/rwightman/pytorch-image-models/blob/master/train.py)
 
 ## How do I train this model?
 
-You can follow the [timm recipe scripts](scripts) for training a new model afresh.
+You can follow the [timm recipe scripts](../scripts) for training a new model afresh.
 
 ## Citation
 

hfdocs/source/models/dla.mdx

@@ -61,7 +61,7 @@ To get the top-5 predictions class names:
 
 Replace the model name with the variant you want to use, e.g. `dla102`. You can find the IDs in the model summaries at the top of this page.
 
-To extract image features with this model, follow the [timm feature extraction examples](https://rwightman.github.io/pytorch-image-models/feature_extraction/), just change the name of the model you want to use.
+To extract image features with this model, follow the [timm feature extraction examples](../feature_extraction), just change the name of the model you want to use.
 
 ## How do I finetune this model?
 
@@ -75,7 +75,7 @@ script](https://github.com/rwightman/pytorch-image-models/blob/master/train.py)
 
 ## How do I train this model?
 
-You can follow the [timm recipe scripts](scripts) for training a new model afresh.
+You can follow the [timm recipe scripts](../scripts) for training a new model afresh.
 
 ## Citation
 

hfdocs/source/models/dpn.mdx

@@ -61,7 +61,7 @@ To get the top-5 predictions class names:
 
 Replace the model name with the variant you want to use, e.g. `dpn107`. You can find the IDs in the model summaries at the top of this page.
 
-To extract image features with this model, follow the [timm feature extraction examples](https://rwightman.github.io/pytorch-image-models/feature_extraction/), just change the name of the model you want to use.
+To extract image features with this model, follow the [timm feature extraction examples](../feature_extraction), just change the name of the model you want to use.
 
 ## How do I finetune this model?
 
@@ -75,7 +75,7 @@ script](https://github.com/rwightman/pytorch-image-models/blob/master/train.py)
 
 ## How do I train this model?
 
-You can follow the [timm recipe scripts](scripts) for training a new model afresh.
+You can follow the [timm recipe scripts](../scripts) for training a new model afresh.
 
 ## Citation
 

hfdocs/source/models/ecaresnet.mdx

@@ -59,7 +59,7 @@ To get the top-5 predictions class names:
 
 Replace the model name with the variant you want to use, e.g. `ecaresnet101d`. You can find the IDs in the model summaries at the top of this page.
 
-To extract image features with this model, follow the [timm feature extraction examples](https://rwightman.github.io/pytorch-image-models/feature_extraction/), just change the name of the model you want to use.
+To extract image features with this model, follow the [timm feature extraction examples](../feature_extraction), just change the name of the model you want to use.
 
 ## How do I finetune this model?
 
@@ -73,7 +73,7 @@ script](https://github.com/rwightman/pytorch-image-models/blob/master/train.py)
 
 ## How do I train this model?
 
-You can follow the [timm recipe scripts](scripts) for training a new model afresh.
+You can follow the [timm recipe scripts](../scripts) for training a new model afresh.
 
 ## Citation