Rosie Wood

Hi, I am getting the following errors when running tests: ``` (guardian) ➜ theguardian-api-python git:(master) python test.py ./Users/rwood/miniconda3/envs/guardian/lib/python3.11/site-packages/urllib3/util/ssl_.py:260: DeprecationWarning: ssl.PROTOCOL_TLS is deprecated context = SSLContext(ssl_version or PROTOCOL_TLS) /Users/rwood/miniconda3/envs/guardian/lib/python3.11/site-packages/urllib3/connection.py:407: DeprecationWarning: ssl.match_hostname()...

Implement on CPU

1

This PR implements DeepSolo on CPU by calling the pytorch implementation of multiscale deformable attention if cuda is not found. I have also organised the cpu/cuda files into cpu/cuda folders...

### Feature Description We would like to add the option to specify number of retries in the github reader as per https://www.python-httpx.org/advanced/#custom-transports. ### Reason This relates to #846 where we...

Move worked examples to separate repo

5

As per suggestion in https://github.com/openjournals/joss-reviews/issues/6434#issuecomment-2136797648: > I think finally I would recommend having the example notebooks being cloned from a repo that does not also contain the source code so...

Add a warning of how many GB of data downloading will generate

4

**Describe the solution you'd like** At the moment, users can download all map sheets from a series if they like but this could generate hundreds of GBs of data. We...

Create google collab or dockerised version of some MapReader worked examples

4

**Is your feature request related to a problem? Please describe.** For people who want to try it out but struggle with installation, would be good to set up some notebooks...

Consider switching to 1st ed 6inch scotland layer for workshops

4

**Is your feature request related to a problem? Please describe.** Sometimes we get blocked when downloading maps from maptiler due to too many requests from the same IP. If we...

Finish working on "coding basics" page in documentation

2

At the moment, our coding basics page is not really finished. We should update/fix this with and add any new resources.

**Is your feature request related to a problem? Please describe.** At the moment, we convert our images dictionary to simple pandas dataframes (e.g. convert_images or behind the scenes) in most...

[Here](https://mapreader.readthedocs.io/en/latest/User-guide/Classify/Train.html#infer-predict) and [here](https://mapreader.readthedocs.io/en/latest/User-guide/Classify/Train.html#infer-predict) we use the "test" transform. This isn't particularly explained and it would be good if somewhere we mention that "test" and "val" are synonymous transforms in the...