Fix for 0.1.1

Author: hamdivazim

README.md

@@ -5,7 +5,7 @@
   </picture>
 </div>
 
-# pypredictor
+# pypredictor 0.1.1
 <p>
   <img src="https://img.shields.io/badge/Python-3.8 | 3.9 | 3.10 | 3.11 -blue.svg" alt="py versions">
   <img src="https://img.shields.io/badge/PyPi package-0.1.0-green.svg" alt="pypi version">

examples/example_numgraph.ipynb

@@ -19,7 +19,7 @@
    ],
    "source": [
     "\"\"\"\n",
-    "pypredictor 0.1.0\n",
+    "pypredictor 0.1.1\n",
     "\n",
     "© Hamd Waseem under the Apache Licence 2.0\n",
     "\n",

examples/example_numpredict.py

@@ -1,5 +1,5 @@
 """
-pypredictor 0.1.0
+pypredictor 0.1.1
 
 © Hamd Waseem under the Apache Licence 2.0
 

pypredictor/__init__.py

@@ -1,9 +1,9 @@
 """
-pypredictor 0.1.0
+pypredictor 0.1.1
 
 © Hamd Waseem under the Apache Licence 2.0
 
-__init__.py - initialisation
+The Python library that makes AI predictions simple.
 """
 
-__version__ = "0.1.0"
+__version__ = "0.1.1"

pypredictor/_exceptions.py

@@ -1,5 +1,5 @@
 """
-pypredictor 0.1.0
+pypredictor 0.1.1
 
 © Hamd Waseem under the Apache Licence 2.0
 

pypredictor/numgraph.py

@@ -1,5 +1,5 @@
 """
-pypredictor 0.1.0
+pypredictor 0.1.1
 
 © Hamd Waseem under the Apache Licence 2.0
 
@@ -9,8 +9,8 @@
 import pandas as pd
 import matplotlib.pyplot as plt
 import seaborn as sns
-import numpredict
-import _exceptions
+from . import numpredict
+from . import _exceptions
 
 class NumGraph:
     """ Base class for generating seaborn plots. """

pypredictor/numpredict.py

@@ -1,5 +1,5 @@
 """
-pypredictor 0.1.0
+pypredictor 0.1.1
 
 © Hamd Waseem under the Apache Licence 2.0
 
@@ -9,7 +9,7 @@
 import logging
 import numpy as np
 import pandas as pd
-import _exceptions
+from . import _exceptions
 from tensorflow.keras.models import Sequential
 from tensorflow.keras.layers import Dense, LSTM
 

pypredictor/tests/numpredict_tests.py

@@ -1,5 +1,5 @@
 """
-pypredictor 0.1.0
+pypredictor 0.1.1
 
 © Hamd Waseem under the Apache Licence 2.0
 

pypredictor/tests/pypredictor_test_setup.py

@@ -1,5 +1,5 @@
 """
-pypredictor 0.1.0
+pypredictor 0.1.1
 
 © Hamd Waseem under the Apache Licence 2.0
 

setup.py

@@ -1,8 +1,57 @@
 from setuptools import setup, find_packages
 
-VERSION = '0.1.0'
-DESCRIPTION = 'A Python library that can predict the next values in a list.'
-LONG_DESCRIPTION = 'A Python library that can predict the next values in a list. (long desc here)'
+VERSION = '0.1.1'
+DESCRIPTION = 'The Python library that makes AI predictions simple.'
+LONG_DESCRIPTION = """
+<div align="center">
+  <picture>
+    <source media="(prefers-color-scheme: dark)" srcset="https://github.com/hamdivazim/pypredictor/raw/main/logo_dark.png">
+    <img src="https://github.com/hamdivazim/pypredictor/raw/main/logo.png" alt="pypredictor logo">
+  </picture>
+</div>
+
+# pypredictor
+<p>
+  <img src="https://img.shields.io/badge/Python-3.8 | 3.9 | 3.10 | 3.11 -blue.svg" alt="py versions">
+  <img src="https://img.shields.io/badge/PyPi package-0.1.0-green.svg" alt="pypi version">
+  <img src="https://img.shields.io/badge/License-Apache License 2.0-green.svg" alt="license">
+  <img src="https://img.shields.io/badge/Libraries-tensorflow | numpy | seaborn | pandas-green.svg" alt="libs">
+</p>
+
+The Python library that makes AI predictions simple.
+
+### View the [GitHub Page](https://github.com/hamdivazim/pypredictor)
+
+## What can it do?
+pypredictor uses an RNN (Recurrent Neural Network) to predict the next n numbers in a sequence. As an example, using this code:
+```python
+pred = NumPredictor(500)
+print(pred.predict([1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 5, 3))
+```
+pypredictor generated the following output, which is quite accurate:
+```
+[10.969043, 11.950292, 12.920968, 13.859894, 14.789316]
+```
+pypredictor also has the ability to generate a pandas DataFrame and a seaborn line graph, from an initial sequence/DataFrame which you provide.
+###
+Plus, there are examples in the `examples/` directory, so you can take a look for yourself :)
+
+## How to install
+Install via pip:
+```
+$ pip install pypredictor
+```
+To get examples, clone this repository and enter `pypredictor/examples`:
+```
+$ git clone https://github.com/hamdivazim/pypredictor.git
+$ cd pypredictor/examples
+```
+anaconda support hopefully coming soon!
+
+## License
+pypredictor is licensed by Hamd Waseem (codingboy_CW) under [the Apache License 2.0](https://github.com/hamdivazim/pypredictor/blob/main/LICENSE).
+
+"""
 
 setup(
     name="pypredictor",