Morris Alper

SGDClassifier initial lr undocumented

8

### Describe the issue linked to the documentation The [documentation for SGDClassifier](https://scikit-learn.org/stable/modules/sgd.html#sgd) says that with `learning_rate='optimal'` the initial learning rate `t0` is chosen with a heuristic proposed by Léon Bottou...

train_controlnet.py broken local data loading

1

### Describe the bug The script `examples/controlnet/train_controlnet.py` is designed to either take a HF dataset with `--dataset_name` (as illustrated [here](https://huggingface.co/blog/train-your-controlnet)) or local data `--train_data_dir`, but the latter case fails out-of-the-box....

readme technical issues

1

I noticed a few points that could be clarified in the readme: 1 . The recommendation to run "git clone https://github.com/cdli-gh/data" is very slow because it fetches all historical commits,...

Single-blind option

1

The system demonstrations track requires a single-blind submission but it's not clear how to render this. Changing `\usepackage[review]{acl}` to `\usepackage[]{acl}` removes line numbers and is not suitable for the version...