Structure save and load

See last commit for details.

Want to add

• [nice to have] The checkpoint / model save path could be exposed over argparse to a command line option, which makes training/loading a variety of models much easier

in next issue (backlog).

The checkpoints:

• Review the first draft of the README.md
• Add missing and edit already existing sections

in different issue to keep it clean :)

Closes #44 (closed)

run/parameter.py

@@ -56,9 +56,6 @@ class LoggerParams:
         self.path_to_models = path_to_models
         self.path_to_model = os.path.join(self.path_to_models, Path(f"test_w{window_size}_b{batch_size}_e{epochs}"))
         self.time_stamp = datetime.now().strftime("%d_%m_%Y-%H_%M_%S")
-        self.ckpt_dir_name = f"with_search_strategy/test_w{window_size}_b{batch_size}_e{epochs}/"
-        self.file_name = f"with_search_strategy/test_w{window_size}_b{batch_size}_e{epochs}/" \
-                         f"model_params.dill"
 
         logging.basicConfig(level=logging.INFO)
         logging.addLevelName(logging.INFO,