ascii art added

DeepINN/backend/__init__.py

@@ -5,15 +5,27 @@
 # I have copied the PyTorch version of backend: https://github.com/lululxvi/deepxde/tree/master/deepxde/backend
 import sys
 from .utils import loss_metric, choose_optimiser
+from ..__about__ import __version__
+
+ascii_art = """>>================================================<<
+||######                       ### #     # #     #||
+||#     # ###### ###### #####   #  ##    # ##    #||
+||#     # #      #      #    #  #  # #   # # #   #||
+||#     # #####  #####  #    #  #  #  #  # #  #  #||
+||#     # #      #      #####   #  #   # # #   # #||
+||#     # #      #      #       #  #    ## #    ##||
+||######  ###### ###### #      ### #     # #     #||
+>>================================================<<"""
 
 def load_backend():
     try:
         import torch
+        print(ascii_art, file=sys.stderr, flush=True) # print ascii art
+        print("DeepINN version:" + __version__, file=sys.stderr, flush=True) # print DeepINN version
         print("Using default backend: PyTorch", file=sys.stderr, flush=True)   # print backend name like an error # https://www.askpython.com/python/python-stdin-stdout-stderr
-        print("Using Pytorch: ",torch.__version__, file=sys.stderr, flush=True) # print pytorch version
+        print("Pytorch version: ",torch.__version__, file=sys.stderr, flush=True) # print pytorch version
 
     except ImportError:
         raise ImportError('PyTorch not found.')
 
-load_backend()
-
+load_backend()

README.md

@@ -1,4 +1,19 @@
-# DeepINN
+
+```
+╔═══════════════════════════════════════════════════════════════════╗
+║-/$$$$$$$-------------------------------/$$$$$$-/$$---/$$-/$$---/$$║
+║|-$$__--$$-----------------------------|_--$$_/|-$$$-|-$$|-$$$-|-$$║
+║|-$$--\-$$--/$$$$$$---/$$$$$$---/$$$$$$--|-$$--|-$$$$|-$$|-$$$$|-$$║
+║|-$$--|-$$-/$$__--$$-/$$__--$$-/$$__--$$-|-$$--|-$$-$$-$$|-$$-$$-$$║
+║|-$$--|-$$|-$$$$$$$$|-$$$$$$$$|-$$--\-$$-|-$$--|-$$--$$$$|-$$--$$$$║
+║|-$$--|-$$|-$$_____/|-$$_____/|-$$--|-$$-|-$$--|-$$\--$$$|-$$\--$$$║
+║|-$$$$$$$/|--$$$$$$$|--$$$$$$$|-$$$$$$$//$$$$$$|-$$-\--$$|-$$-\--$$║
+║|_______/--\_______/-\_______/|-$$____/|______/|__/--\__/|__/--\__/║
+║------------------------------|-$$---------------------------------║
+║------------------------------|-$$---------------------------------║
+║------------------------------|__/---------------------------------║
+╚═══════════════════════════════════════════════════════════════════╝
+```
 [![DeepINN CI](https://github.com/praksharma/DeepINN/actions/workflows/main.yml/badge.svg)](https://github.com/praksharma/DeepINN/actions/workflows/main.yml) [![docker_container](https://github.com/praksharma/DeepINN/actions/workflows/docker.yml/badge.svg)](https://github.com/praksharma/DeepINN/actions/workflows/docker.yml) [![Codacy Badge](https://app.codacy.com/project/badge/Grade/a5c43d9b9e6a45759061ac654bdc1e3f)](https://www.codacy.com/gh/praksharma/DeepINN/dashboard?utm_source=github.com&utm_medium=referral&utm_content=praksharma/DeepINN&utm_campaign=Badge_Grade)![Travis (.org) branch](https://app.travis-ci.com/praksharma/DeepINN.svg?branch=main)
 [![Documentation Status](https://readthedocs.org/projects/deepinn/badge/?version=latest)](https://deepinn.readthedocs.io/en/latest/index.html?badge=latest) [![License](https://img.shields.io/badge/License-AGPL_v3-red.svg)](https://github.com/praksharma/DeepINN/blob/main/LICENSE)
 

todo.md

@@ -34,6 +34,7 @@ Last work : `DeepINN/constraint/gradients.py`
 ## Misc
 - [x] Migrate to JupyterBooks. 
 - [x] Move everything after contribution in the [readme.md](readme.md) to the docs.
+- [ ] Refactor training process and move things to recipes. For now the first recipe will be vanilla PINN.
 
 ## Technical stuff
 - [ ] Substitute `raise NotImplementedError` to `@abc.abstractmethod` for better ABC implementation on concrete classes (classes where the member function are actually implemented).