Fix typo and project name

README.md

@@ -1,6 +1,6 @@
 # NN Template
 
-Generic template to bootstrap your [PyTorch](https://pytorch.org/get-started/locally/) project. Click on [<kbd>Template</kbd>](https://github.com/lucmos/ml-template/generate) and avoid writing boilerplate code for:
+Generic template to bootstrap your [PyTorch](https://pytorch.org/get-started/locally/) project. Click on [<kbd>Template</kbd>](https://github.com/lucmos/nn-template/generate) and avoid writing boilerplate code for:
 
 - [PyTorch Lightning](https://github.com/PyTorchLightning/pytorch-lightning), lightweight PyTorch wrapper for high-performance AI research.
 - [Hydra](https://github.com/facebookresearch/hydra), a framework for elegantly configuring complex applications.
@@ -80,7 +80,7 @@ Read more in the [docs](https://dvc.org/doc/start/data-versioning)!
 
 Weights & Biases helps you keep track of your machine learning projects. Use tools to log hyperparameters and output metrics from your runs, then visualize and compare results and quickly share findings with your colleagues.
 
-[This](https://wandb.ai/gladia/ml-template?workspace=user-lucmos) is an example of a simple dashboard.
+[This](https://wandb.ai/gladia/nn-template?workspace=user-lucmos) is an example of a simple dashboard.
 
 ## Quickstart
 
@@ -110,7 +110,7 @@ You can easily perform hyperparameters [sweeps](https://hydra.cc/docs/advanced/o
 The easiest one is the grid-search. It executes the code with every possible combinations of the specified hyperparameters:
 
 ```bash
-PYTHONPATH=. python src/run.py -m optim.optimizer.lr=0.02,0.002,0.0002 optim.lr_scheduler.T_mult=1,2 optim.optimizer.weight_decay=0,1e-5```
+PYTHONPATH=. python src/run.py -m optim.optimizer.lr=0.02,0.002,0.0002 optim.lr_scheduler.T_mult=1,2 optim.optimizer.weight_decay=0,1e-5
 ```
 
 You can explore aggregate statistics or compare and analyze each run in the W&B dashboard.

conf/logging/default_logging.yaml

@@ -5,7 +5,7 @@ val_check_interval: 1.0
 progress_bar_refresh_rate: 20
 
 wandb:
-  project: ml-template
+  project: nn-template
   entity: null
 
   watch: