final commit

README

+cse-git link: 
+https://tarunsaurabh@git.cse.iitb.ac.in/tarunsaurabh/reinforcement-learning-peers-space.git
+---------------------------------------------------------------------------------------------------------------
+
+
+Abhijeet Pratap Singh	203059001	{Documentation and Data acquisition,templates}
+Ayush Gupta	203050034	{Layout/ ML and RL related tasks/ Workingwith models}
+Ankit Gaur	203050081	{Documentation and Data acquisition,templates}
+Tarun Saurabh	203050009	{Python/ ML related tasks/models}
+
+-----------------------------------------------------------------------------------------------------------------
+Motivation:
+Peer’s Space is started to provide a platform to exchangeknowledge between the experts of one field with the experts of other field.  The vast majority of human knowledge is still not onthe internet.  Most of it is trapped in the form of experience inpeople’s heads, or buried in books and papers that only expertscan access.  As a consequence most people don’t have theknowledge they should, and don’t have the time, connections, orskills to get the knowledge faster.
+
+
+In this project user can read and post article display of article on the feed is based on Thompson sampling from using beta distribution
+------------------------------------------------------------------------------------------------------------------
+How to use:
+Using the peer's space is very simple. You need to have installed the dependencies.
+To install python3 on ubuntu, run the following command in your terminal.
+    sudo apt-get install python3.6
+    pip3 install numpy
+To install Django on ubuntu, run the following command in your terminal.
+    sudo apt-get install python3-django
+One needs to git clone the project. After that open terminal in peers_space directory where manage.py is present and run following commands.
+    python3 manage.py makemigrations
+    python3 manage.py migrate
+    python3 manage.py runserver
+To access the application open the web browser and go to "localhost:8000"

ablog/asgi.py

+"""
+ASGI config for ablog project.
+
+It exposes the ASGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/3.1/howto/deployment/asgi/
+"""
+
+import os
+
+from django.core.asgi import get_asgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'ablog.settings')
+
+application = get_asgi_application()

ablog/settings.py

+"""
+Django settings for ablog project.
+
+Generated by 'django-admin startproject' using Django 3.1.2.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/3.1/topics/settings/
+
+For the full list of settings and their values, see
+https://docs.djangoproject.com/en/3.1/ref/settings/
+"""
+
+from pathlib import Path
+
+# Build paths inside the project like this: BASE_DIR / 'subdir'.
+BASE_DIR = Path(__file__).resolve().parent.parent
+
+
+# Quick-start development settings - unsuitable for production
+# See https://docs.djangoproject.com/en/3.1/howto/deployment/checklist/
+
+# SECURITY WARNING: keep the secret key used in production secret!
+SECRET_KEY = 'bdx=b5ko@sdfr!347*hhrn9v@l-7(n+a@k=yj$()zhd(5@&7kw'
+
+# SECURITY WARNING: don't run with debug turned on in production!
+DEBUG = True
+
+ALLOWED_HOSTS = []
+
+
+# Application definition
+
+INSTALLED_APPS = [
+    'django.contrib.admin',
+    'django.contrib.auth',
+    'django.contrib.contenttypes',
+    'django.contrib.sessions',
+    'django.contrib.messages',
+    'django.contrib.staticfiles',
+    'theblog',
+    'users',
+]
+
+MIDDLEWARE = [
+    'django.middleware.security.SecurityMiddleware',
+    'django.contrib.sessions.middleware.SessionMiddleware',
+    'django.middleware.common.CommonMiddleware',
+    'django.middleware.csrf.CsrfViewMiddleware',
+    'django.contrib.auth.middleware.AuthenticationMiddleware',
+    'django.contrib.messages.middleware.MessageMiddleware',
+    'django.middleware.clickjacking.XFrameOptionsMiddleware',
+]
+
+ROOT_URLCONF = 'ablog.urls'
+
+TEMPLATES = [
+    {
+        'BACKEND': 'django.template.backends.django.DjangoTemplates',
+        'DIRS': [],
+        'APP_DIRS': True,
+        'OPTIONS': {
+            'context_processors': [
+                'django.template.context_processors.debug',
+                'django.template.context_processors.request',
+                'django.contrib.auth.context_processors.auth',
+                'django.contrib.messages.context_processors.messages',
+            ],
+        },
+    },
+]
+
+WSGI_APPLICATION = 'ablog.wsgi.application'
+
+
+# Database
+# https://docs.djangoproject.com/en/3.1/ref/settings/#databases
+
+DATABASES = {
+    'default': {
+        'ENGINE': 'django.db.backends.sqlite3',
+        'NAME': BASE_DIR / 'db.sqlite3',
+    }
+}
+
+
+# Password validation
+# https://docs.djangoproject.com/en/3.1/ref/settings/#auth-password-validators
+
+AUTH_PASSWORD_VALIDATORS = [
+    #{
+     #   'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
+    #},
+   # {
+    #    'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
+   # },
+   # {
+   #     'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
+   # },
+   # {
+   #     'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
+   # },
+]
+
+
+# Internationalization
+# https://docs.djangoproject.com/en/3.1/topics/i18n/
+
+LANGUAGE_CODE = 'en-us'
+
+TIME_ZONE = 'UTC'
+
+USE_I18N = True
+
+USE_L10N = True
+
+USE_TZ = True
+
+
+# Static files (CSS, JavaScript, Images)
+# https://docs.djangoproject.com/en/3.1/howto/static-files/
+
+STATIC_URL = 'theblog/static/'
+LOGIN_REDIRECT_URL = "home"
+LOGOUT_REDIRECT_URL = "home"
+

ablog/urls.py

+"""ablog URL Configuration
+
+The `urlpatterns` list routes URLs to views. For more information please see:
+    https://docs.djangoproject.com/en/3.1/topics/http/urls/
+Examples:
+Function views
+    1. Add an import:  from my_app import views
+    2. Add a URL to urlpatterns:  path('', views.home, name='home')
+Class-based views
+    1. Add an import:  from other_app.views import Home
+    2. Add a URL to urlpatterns:  path('', Home.as_view(), name='home')
+Including another URLconf
+    1. Import the include() function: from django.urls import include, path
+    2. Add a URL to urlpatterns:  path('blog/', include('blog.urls'))
+"""
+from django.contrib import admin
+from django.urls import path , include
+
+urlpatterns = [
+    path('admin/', admin.site.urls),
+    path('',include('theblog.urls')),
+    path('dashboard/',include('users.urls')),
+]

ablog/wsgi.py

+"""
+WSGI config for ablog project.
+
+It exposes the WSGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/3.1/howto/deployment/wsgi/
+"""
+
+import os
+
+from django.core.wsgi import get_wsgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'ablog.settings')
+
+application = get_wsgi_application()

manage.py

+#!/usr/bin/env python
+"""Django's command-line utility for administrative tasks."""
+import os
+import sys
+
+
+def main():
+    """Run administrative tasks."""
+    os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'ablog.settings')
+    try:
+        from django.core.management import execute_from_command_line
+    except ImportError as exc:
+        raise ImportError(
+            "Couldn't import Django. Are you sure it's installed and "
+            "available on your PYTHONPATH environment variable? Did you "
+            "forget to activate a virtual environment?"
+        ) from exc
+    execute_from_command_line(sys.argv)
+
+
+if __name__ == '__main__':
+    main()

theblog/admin.py

+from django.contrib import admin
+
+# Register your models here.
+from .models import Post , Tags , alpha , total
+admin.site.register(Post)
+admin.site.register(Tags)
+admin.site.register(alpha)
+admin.site.register(total)
\ No newline at end of file

theblog/apps.py

+from django.apps import AppConfig
+
+
+class TheblogConfig(AppConfig):
+    name = 'theblog'

theblog/forms.py

+

theblog/migrations/0001_initial.py

+# Generated by Django 3.1.2 on 2020-11-01 20:19
+
+from django.conf import settings
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Post',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('title', models.CharField(max_length=255)),
+                ('body', models.TextField()),
+                ('author', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
+            ],
+        ),
+    ]

theblog/migrations/0002_post_tags.py

+# Generated by Django 3.1.2 on 2020-11-01 20:30
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('theblog', '0001_initial'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='post',
+            name='tags',
+            field=models.CharField(max_length=255, null=True),
+        ),
+    ]

theblog/migrations/0003_thompson.py

+# Generated by Django 3.1.2 on 2020-11-15 10:56
+
+from django.conf import settings
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
+        ('theblog', '0002_post_tags'),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='thompson',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('ML', models.FloatField(default=0.0)),
+                ('DIP', models.FloatField(default=0.0)),
+                ('RL', models.FloatField(default=0.0)),
+                ('SYSTEM', models.FloatField(default=0.0)),
+                ('author', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
+            ],
+        ),
+    ]

theblog/migrations/0004_auto_20201115_1214.py

+# Generated by Django 3.1.2 on 2020-11-15 12:14
+
+from django.conf import settings
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
+        ('theblog', '0003_thompson'),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='thompsonalpha',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('ML', models.IntegerField(default=0)),
+                ('DIP', models.IntegerField(default=0)),
+                ('RL', models.IntegerField(default=0)),
+                ('SYSTEM', models.IntegerField(default=0)),
+                ('author', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
+            ],
+        ),
+        migrations.CreateModel(
+            name='thompsontotal',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('ML', models.IntegerField(default=0)),
+                ('DIP', models.IntegerField(default=0)),
+                ('RL', models.IntegerField(default=0)),
+                ('SYSTEM', models.IntegerField(default=0)),
+                ('author', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
+            ],
+        ),
+        migrations.DeleteModel(
+            name='thompson',
+        ),
+    ]

theblog/migrations/0005_auto_20201115_1514.py

+# Generated by Django 3.1.2 on 2020-11-15 15:14
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('theblog', '0004_auto_20201115_1214'),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Tags',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('tag_name', models.CharField(max_length=255)),
+            ],
+        ),
+        migrations.AlterField(
+            model_name='post',
+            name='tags',
+            field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='theblog.tags'),
+        ),
+    ]

theblog/migrations/0006_auto_20201115_1525.py

+# Generated by Django 3.1.2 on 2020-11-15 15:25
+
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('theblog', '0005_auto_20201115_1514'),
+    ]
+
+    operations = [
+        migrations.RenameField(
+            model_name='tags',
+            old_name='tag_name',
+            new_name='tagname',
+        ),
+    ]

theblog/migrations/0007_auto_20201115_1553.py

+# Generated by Django 3.1.2 on 2020-11-15 15:53
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('theblog', '0006_auto_20201115_1525'),
+    ]
+
+    operations = [
+        migrations.RemoveField(
+            model_name='thompsontotal',
+            name='author',
+        ),
+        migrations.AlterField(
+            model_name='post',
+            name='tags',
+            field=models.CharField(max_length=255),
+        ),
+        migrations.DeleteModel(
+            name='thompsonalpha',
+        ),
+        migrations.DeleteModel(
+            name='thompsontotal',
+        ),
+    ]

theblog/migrations/0008_post_tagname.py

+# Generated by Django 3.1.2 on 2020-11-15 16:00
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('theblog', '0007_auto_20201115_1553'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='post',
+            name='tagname',
+            field=models.CharField(default=0, max_length=255),
+        ),
+    ]

theblog/migrations/0009_alpha_total.py

+# Generated by Django 3.1.2 on 2020-11-15 16:30
+
+from django.conf import settings
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
+        ('theblog', '0008_post_tagname'),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='total',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('ML', models.IntegerField(default=0)),
+                ('RL', models.IntegerField(default=0)),
+                ('DIP', models.IntegerField(default=0)),
+                ('MATHS', models.IntegerField(default=0)),
+                ('userid', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
+            ],
+        ),
+        migrations.CreateModel(
+            name='alpha',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('ML', models.IntegerField(default=0)),
+                ('RL', models.IntegerField(default=0)),
+                ('DIP', models.IntegerField(default=0)),
+                ('MATHS', models.IntegerField(default=0)),
+                ('userid', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
+            ],
+        ),
+    ]

theblog/migrations/0010_auto_20201116_0959.py

+# Generated by Django 3.1.2 on 2020-11-16 09:59
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('theblog', '0009_alpha_total'),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name='post',
+            name='tags',
+            field=models.IntegerField(),
+        ),
+    ]

theblog/migrations/0011_auto_20201116_1915.py

+# Generated by Django 3.1.2 on 2020-11-16 19:15
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('theblog', '0010_auto_20201116_0959'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='alpha',
+            name='architecture',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='alpha',
+            name='arts',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='alpha',
+            name='chemistry',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='alpha',
+            name='computer_science',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='alpha',
+            name='engineering',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='alpha',
+            name='geography',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='alpha',
+            name='literature',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='alpha',
+            name='physics',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='alpha',
+            name='python',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='total',
+            name='architecture',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='total',
+            name='arts',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='total',
+            name='chemistry',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='total',
+            name='computer_science',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='total',
+            name='engineering',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='total',
+            name='geography',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='total',
+            name='literature',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='total',
+            name='physics',
+            field=models.IntegerField(default=0),
+        ),
+        migrations.AddField(
+            model_name='total',
+            name='python',
+            field=models.IntegerField(default=0),
+        ),
+    ]

theblog/models.py

+from django.db import models
+from django.contrib.auth.models import User
+from django.utils import timezone
+import datetime
+# Create your models here.
+class Tags(models.Model):
+	tagname = models.CharField(max_length=255)
+
+	def __str__(self):
+		return str(self.pk)+"  "+str(self.tagname)
+
+class Post(models.Model):
+	tags = models.IntegerField()
+	title = models.CharField(max_length=255)
+	author = models.ForeignKey(User , on_delete=models.CASCADE)
+	body  = models.TextField()
+	tagname = models.CharField(max_length=255 , default=0)
+
+	def __str__(self):
+		return "Primarykey="+str(self.pk)+"  Tags="+str(self.tags)+"  "+str(self.title) + ' | ' + str(self.author)
+
+class alpha(models.Model):
+	userid = models.ForeignKey(User,on_delete=models.CASCADE)
+	ML = models.IntegerField(default=0)
+	RL = models.IntegerField(default=0)
+	DIP = models.IntegerField(default=0)
+	MATHS = models.IntegerField(default=0)
+
+	python = models.IntegerField(default=0)
+	physics = models.IntegerField(default=0)
+	chemistry = models.IntegerField(default=0)
+	computer_science = models.IntegerField(default=0)
+
+	arts = models.IntegerField(default=0)
+	geography = models.IntegerField(default=0)
+	architecture = models.IntegerField(default=0)
+	engineering = models.IntegerField(default=0)
+	literature = models.IntegerField(default=0)
+
+
+	def __str__(self):
+		return str(self.userid)
+
+
+class total(models.Model):
+	userid = models.ForeignKey(User,on_delete=models.CASCADE)
+	ML = models.IntegerField(default=0)
+	RL = models.IntegerField(default=0)
+	DIP = models.IntegerField(default=0)
+	MATHS = models.IntegerField(default=0)
+
+	python = models.IntegerField(default=0)
+	physics = models.IntegerField(default=0)
+	chemistry = models.IntegerField(default=0)
+	computer_science = models.IntegerField(default=0)
+
+	arts = models.IntegerField(default=0)
+	geography = models.IntegerField(default=0)
+	architecture = models.IntegerField(default=0)
+	engineering = models.IntegerField(default=0)
+	literature = models.IntegerField(default=0)
+	
+	def __str__(self):
+		return str(self.userid)
\ No newline at end of file

theblog/static/accounts.css

+body{
+margin:50px 0 0 0;
+font-family: Tahoma, Verdana, Segoe, sans-serif;
+padding:0;
+background-image:linear-gradient(#ffffff , #dfe1ee );
+}
+.left{
+float:left;
+width:50%;
+color:#12141d;
+height:300px;
+margin:60px auto;
+padding-top:50px;
+}
+.right{
+float:left;
+width:50%;
+height:300px;
+padding-top:50px;
+margin:60px auto;
+color:#12141d;
+
+
+}
+
+.signup input{
+display:block;
+width:60%;
+border:none;
+height:30px;
+padding:2px;
+margin:5px auto;
+}
+.signup .button{
+height:35px;
+margin:5px auto;
+width:61%;
+background-image:linear-gradient(#334a7d,#2b3c63);
+color:white;
+border:none;
+font-weight:bold;
+}
+
+.account_head{
+text-align:center;
+font-weight:bold;
+}

theblog/static/home.css

+body{
+margin:50px 0 0 0;
+font-family: Tahoma, Verdana, Segoe, sans-serif;
+padding:0;
+background-color: rgba(255,255,255,0.5);
+}
+.nav{
+padding:0;
+width:100%;
+position:fixed;
+top:0;
+left:0;
+right:0;
+bottom:0;
+height:30px;
+background-color:#4267B2;
+color:white;
+z-index:1;
+box-shadow:0 0 5px 0 #F5F5F5;
+}
+.nav a{
+color:white;
+font-weight: bold;
+text-decoration:none;
+}
+.nav a:hover{
+	color: white;
+	font-weight: bold;
+	text-decoration: none;
+}
+.logo{
+float:left;
+width:20%;
+margin:auto;
+text-align:center;
+line-height:30px;
+font-size:100%;
+}
+.list{
+float:left;
+margin:auto;
+width:60%;
+padding:0 auto;
+line-height:30px;
+}
+.list a{
+display:inline-block;
+margin:0 3%;
+padding:0;
+letter-spacing:1px;
+text-align:center;
+}
+
+.account
+{
+float:right;
+width:20%;
+margin:auto;
+text-align:center;
+line-height:30px;
+font-size:80%;
+}
+.input_block
+{
+background-color:white;
+width:95%;
+max-width:1000px;
+border: 1px solid white;
+margin:20px auto;
+padding:2% 2% 2% 2%;
+
+}
+.user_input input {
+width:100%;
+
+}
+.dummy{
+	margin: 10px;
+}
+
+.each_block
+{
+background-color:white;
+width:90%;
+font-family: 'Lucida Grande', Tahoma, Verdana, Arial, sans-serif;
+max-width:1000px;
+margin-top:10px;
+margin-bottom:0;
+margin-left:auto;
+margin-right: auto;
+padding: 0;
+padding-left:1%;
+padding-right: 1%;
+
+}
+.each_block:hover{
+box-shadow: 0 1px 1px rgba(0,0,0,0.11), 
+              0 2px 2px rgba(0,0,0,0.11), 
+              0 4px 4px rgba(0,0,0,0.11), 
+              0 6px 8px rgba(0,0,0,0.11),
+              0 8px 16px rgba(0,0,0,0.11);}
+.tag{
+width:100%;
+background-color:white;
+color:black;
+font-weight:bold;
+text-align:left;
+margin:0;
+padding: 0;
+
+}
+
+.heading{
+padding:0;
+margin:0;
+font-size:14px;
+font-weight:bold;
+}
+.name{
+font-style:oblique;
+color:#A8A8A8;
+font-size:11px;
+padding:0;
+margin:0;
+}
+
+.each_block .head{
+	text-align: center;
+	font-size:14px;
+	font-weight: bold;
+	cursor: pointer;
+}
+.btn{
+	color: white;
+	background-color: #4267B2;
+}
+.modal-header{
+color: white;
+	background-color: #4267B2;	
+}
+.modal-body input{
+	width: 100%;
+	margin: 5px auto;
+	border-bottom: 1px;
+	padding: 2px;
+	border: none;
+	background-color: #D3D3D3;
+	height: 40px;
+}
+.modal-body select{
+	width: 100%;
+	margin: 5px auto;
+	border-bottom: 1px;
+	padding: 2px;
+	border: none;
+	background-color: #D3D3D3;
+	height: 40px;
+}
+.modal-body:nth-child(3){
+	width: 100%;
+	margin: 5px auto;
+	border-bottom: 1px;
+	padding: 2px;
+	border: none;
+	background-color: #D3D3D3;
+	height: 400px;
+}
+.modal-body .labelinput{
+	text-align: left;
+	font-size:10px;
+	font-weight: bold;
+	cursor: pointer;
+}
+
+
+.middle{
+width:50%;
+padding:25px;
+margin:80px auto;
+color:#12141d;
+box-shadow: 0 4px 8px 0 rgba(0, 0, 0, 0.2), 0 6px 20px 0 rgba(0, 0, 0, 0.19);
+}
+
+.signup input{
+display:block;
+width:60%;
+border:none;
+background-color: #dfe1ee;
+color:black;
+height:40px;
+padding:4px;
+margin:15px auto;
+}
+.signup .button{
+height:35px;
+margin:10px auto;
+width:61%;
+background-image:linear-gradient(#334a7d,#2b3c63);
+color:white;
+border:none;
+font-weight:bold;
+}
+.signup .button:hover{
+height:35px;
+margin:10px auto;
+width:61%;
+background-image:linear-gradient(#2b3c63,#334a7d);
+color:white;
+border:none;
+font-weight:bold;	
+}
+
+.account_head{
+text-align:center;
+font-weight:bold;
+margin-bottom: 10px;
+}
+.account_base{
+text-align:center;
+font-weight:bold;
+margin-bottom: 10px;
+color: black;
+}
+.middle  .labelinput{
+text-align: center;
+	font-size:10px;
+	font-weight: bold;
+	cursor: pointer;
+}
+

theblog/templates/base.html

+{% load static %}
+<!DOCTYPE html>
+<html>
+<head>
+  <link rel="stylesheet" href="{% static '/home.css' %}">
+  <script src="https://code.jquery.com/jquery-3.2.1.slim.min.js" integrity="sha384-KJ3o2DKtIkvYIK3UENzmM7KCkRr/rE9/Qpg6aAZGJwFDMVNA/GpGFF93hXpG5KkN" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.12.9/umd/popper.min.js" integrity="sha384-ApNbgh9B+Y1QKtv3Rn7W3mgPxhU9K/ScQsAP7hUibX39j7fakFPskvXusvfa0b4Q" crossorigin="anonymous"></script>
+<script src="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/js/bootstrap.min.js" integrity="sha384-JZR6Spejh4U02d8jOt6vLEHfe/JQGiRRSQQxSfFWpi1MquVdAyjUar5+76PVCmYl" crossorigin="anonymous"></script>
+  <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/css/bootstrap.min.css" integrity="sha384-Gn5384xqQ1aoWXA+058RXPxPg6fy4IWvTNh0E263XmFcJlSAwiGgFAW/dAiS6JXm" crossorigin="anonymous">
+  <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.7.0/css/font-awesome.min.css">
+  $('#myModal').on('shown.bs.modal', function () {
+  $('#myInput').trigger('focus')
+})
+</head>
+<body>
+
+<div class='nav'>
+<div class='logo'>
+<a href="{% url 'home' %}">Peer'sSpace</a></div>
+<div class='list'>
+   {% if user.is_authenticated %}
+<a href="{% url 'personalspace' %}">PersonalSpace</a>
+{% endif %}
+<a>LocalSpace</a>
+<a href="{% url 'home' %}">GlobalSpace</a>
+</div>
+<div class='account'>
+ {% if user.is_authenticated %}
+        <a href="{% url 'logout' %}">Logout</a>
+    {% else %}
+        <a href="{% url 'login' %}">Login</a>
+    {% endif %}
+</div>
+</div>
+
+
+{% block content %}
+
+{% endblock %}
\ No newline at end of file

theblog/templates/home.html

+{% extends 'base.html' %}
+
+{% block content %}
+
+<div class="dummy"></div>
+
+{% for p in post1 %}
+
+<div class='each_block'>
+<div class='tag'>{{p.tagname}}</div>
+<div class='heading'><a href ="{% url 'detail' p.pk  %}">{{p.title}}</a></div>
+<span class='name'>This article is shared by&nbsp;{{p.author}}</span>
+<div class='body'>{{p.body|truncatewords:30}}&nbsp;<a href ="{% url 'detail' p.pk  %}">Continue reading</a>
+</div>
+<hr>
+</div>
+{% endfor %}
+{% for p in post2 %}
+
+<div class='each_block'>
+<div class='tag'>{{p.tagname}}</div>
+<div class='heading'><a href ="{% url 'detail' p.pk  %}">{{p.title}}</a></div>
+<span class='name'>This article is shared by&nbsp;{{p.author}}</span>
+<div class='body'>{{p.body|truncatewords:30}}&nbsp;<a href ="{% url 'detail' p.pk  %}">Continue reading</a>
+</div>
+<hr>
+</div>
+{% endfor %}
+{% for p in post3 %}
+
+<div class='each_block'>
+<div class='tag'>{{p.tagname}}</div>
+<div class='heading'><a href ="{% url 'detail' p.pk  %}">{{p.title}}</a></div>
+<span class='name'>This article is shared by&nbsp;{{p.author}}</span>
+<div class='body'>{{p.body|truncatewords:30}}&nbsp;<a href ="{% url 'detail' p.pk  %}">Continue reading</a>
+</div>
+<hr>
+</div>
+{% endfor %}
+{% for p in post11 %}
+
+<div class='each_block'>
+<div class='tag'>{{p.tagname}}</div>
+<div class='heading'><a href ="{% url 'detail' p.pk  %}">{{p.title}}</a></div>
+<span class='name'>This article is shared by&nbsp;{{p.author}}</span>
+<div class='body'>{{p.body|truncatewords:30}}&nbsp;<a href ="{% url 'detail' p.pk  %}">Continue reading</a>
+</div>
+<hr>
+</div>
+{% endfor %}
+{% for p in post12 %}
+
+<div class='each_block'>
+<div class='tag'>{{p.tagname}}</div>
+<div class='heading'><a href ="{% url 'detail' p.pk  %}">{{p.title}}</a></div>
+<span class='name'>This article is shared by&nbsp;{{p.author}}</span>
+<div class='body'>{{p.body|truncatewords:30}}&nbsp;<a href ="{% url 'detail' p.pk  %}">Continue reading</a>
+</div>
+<hr>
+</div>
+{% endfor %}
+{% for p in post13 %}
+
+<div class='each_block'>
+<div class='tag'>{{p.tagname}}</div>
+<div class='heading'><a href ="{% url 'detail' p.pk  %}">{{p.title}}</a></div>
+<span class='name'>This article is shared by&nbsp;{{p.author}}</span>
+<div class='body'>{{p.body|truncatewords:30}}&nbsp;<a href ="{% url 'detail' p.pk  %}">Continue reading</a>
+</div>
+<hr>
+</div>
+{% endfor %}
+{% for p in post %}
+
+<div class='each_block'>
+<div class='tag'>{{p.tagname}}</div>
+<div class='heading'><a href ="{% url 'detail' p.pk  %}">{{p.title}}</a></div>
+<span class='name'>This article is shared by&nbsp;{{p.author}}</span>
+<div class='body'>{{p.body|truncatewords:30}}&nbsp;<a href ="{% url 'detail' p.pk  %}">Continue reading</a>
+</div>
+<hr>
+</div>
+{% endfor %}
+
+{% endblock %}

theblog/templates/personalspace.html

+{% extends 'base.html' %}
+
+
+ {% block content %}
+ <div class="dummy"></div>
+ <!-- Modal -->
+<div class="modal fade" id="exampleModalLong" tabindex="-1" role="dialog" aria-labelledby="exampleModalLongTitle" aria-hidden="true">
+  <div class="modal-dialog" role="document">
+    <div class="modal-content">
+      <div class="modal-header">
+        <h5 class="modal-title" id="exampleModalLongTitle">Share your knowledge</h5>
+        <button type="button" class="close btn" data-dismiss="modal" aria-label="Close">
+          <span aria-hidden="true">&times;</span>
+        </button>
+      </div>
+      <div class="modal-body">
+        <form action="{% url 'inputpost' %}" method="POST">
+        	{% csrf_token %}
+    <div class="labelinput">Add tag</div>    	
+      <select name="tags">
+        {% for t in tags %}
+  <option value="{{t.pk}}">{{t.tagname}}</option>
+  {% endfor %}
+</select>      
+<div class="labelinput">Add title</div>    	
+
+<input type="text" name="title" placeholder=" Title"> 
+   <div class="labelinput">Add content</div>    	
+
+<input type="text" name="body" placeholder=" Share content">
+        <input type="submit" name="submitpost" class='button' value="submit">
+
+      </div>
+      </form>
+    </div>
+  </div>
+</div>
+<!-- ******************************************** -->
+{% if user.is_authenticated %}
+<div class="each_block">
+	<div class="head" data-toggle="modal" data-target="#exampleModalLong">Click to share something with us . .
+  </div>
+</div>
+{% endif %}
+
+{% for p in post %}
+<div class='each_block'>
+<div class='tag'>{{p.tagname}}</div>
+<div class='heading'><a href ="{% url 'detail' p.pk  %}">{{p.title}}</a></div>
+<span class='name'>This article is shared by&nbsp;{{p.author}}</span>
+<div class='body'>{{p.body}}
+</div>
+<hr>
+</div>
+{% endfor %}
+{% endblock %}

theblog/templates/post_detail.html

+{% extends 'base.html' %}
+
+{% block content %}
+<div class='each_block'>
+<div class='tag'>{{postdetail.tagname}}</div>
+<div class='heading'>{{postdetail.title}}</div>
+<span class='name'>This article is shared by&nbsp;{{postdetail.author}}</span>
+<div class='body'>{{postdetail.body}}
+</div>
+<hr>
+</div>
+{% for p in post %}
+
+<div class='each_block'>
+<div class='tag'>{{p.tagname}}</div>
+<div class='heading'><a href ="{% url 'detail' p.pk %}">{{p.title}}</a></div>
+<span class='name'>This article is shared by&nbsp;{{p.author}}</span>
+<div class='body'>{{p.body|truncatewords:30}}&nbsp;<a href ="{% url 'detail' p.pk  %}">Continue reading</a>
+</div>
+<hr>
+</div>
+{% endfor %}
+{% endblock %}
+
+
+
+

theblog/tests.py

+from django.test import TestCase
+
+# Create your tests here.

theblog/urls.py

+"""ablog URL Configuration
+
+The `urlpatterns` list routes URLs to views. For more information please see:
+    https://docs.djangoproject.com/en/3.1/topics/http/urls/
+Examples:
+Function views
+    1. Add an import:  from my_app import views
+    2. Add a URL to urlpatterns:  path('', views.home, name='home')
+Class-based views
+    1. Add an import:  from other_app.views import Home
+    2. Add a URL to urlpatterns:  path('', Home.as_view(), name='home')
+Including another URLconf
+    1. Import the include() function: from django.urls import include, path
+    2. Add a URL to urlpatterns:  path('blog/', include('blog.urls'))
+"""
+from django.urls import path
+from . import views
+
+urlpatterns = [
+ path('',views.home , name='home') ,
+ path('article/<int:pk>' , views.detail , name='detail') ,
+ path('article/personalspace' , views.personalspace , name='personalspace') ,
+ path('article/personalspace/input' , views.inputdata , name='inputpost'),
+]

theblog/views.py

+from django.shortcuts import render
+from django.shortcuts import redirect
+from django.contrib.auth.models import User
+import numpy as np
+from .models import Post , Tags , alpha , total 
+from django.db.models import Q
+def sampling(sl,tl):
+	e = np.zeros(len(sl))
+	length =len(sl)
+	count = 0
+	while count<length:
+		e[count] = np.random.beta(sl[count]+1,tl[count]-sl[count]+1)
+		count += 1 
+	top1 = np.argmax(e)
+	e[top1] = 0
+	top2 = np.argmax(e)
+	e[top2] = 0
+	top3 = np.argmax(e)
+	return top1 , top2 , top3
+
+def home(request):
+	if request.user.is_authenticated:
+		success = alpha.objects.get(userid = request.user)
+		timeperiod = total.objects.get(userid = request.user)
+		sl = [ success.ML , success.RL , success.DIP , success.MATHS , 
+		 success.python , success.physics ,success.chemistry, success.computer_science , success.arts , 
+		 success.geography , success.architecture , success.engineering , success.literature   ]
+		tl = [ timeperiod.ML , timeperiod.RL , timeperiod.DIP , timeperiod.MATHS  , 
+		 timeperiod.python , timeperiod.physics , timeperiod.chemistry , timeperiod.computer_science , timeperiod.arts , 
+		 timeperiod.geography , timeperiod.architecture , timeperiod.engineering , timeperiod.literature]
+		action1 ,action2 , action3 = sampling(sl,tl)
+		post1 = Post.objects.filter(tags=action1+6).order_by('-pk')[:3]
+		post2 = Post.objects.filter(tags=action2+6).order_by('-pk')[:2]
+		post3 = Post.objects.filter(tags=action3+6).order_by('-pk')[:1]
+		post11 = Post.objects.filter(tags=action1+6).order_by('-pk')[3:]
+		post12 = Post.objects.filter(tags=action2+6).order_by('-pk')[2:]
+		post13 = Post.objects.filter(tags=action3+6).order_by('-pk')[1:]
+		post = Post.objects.filter(~Q(tags = action1+6) & ~Q(tags=action2+6) &
+		 ~Q(tags=action3+6)).order_by('-pk')
+		#...............UPDATING TOTAL VALUE OF ALL THE POSTS.......
+		#>>> product = Product.objects.get(name='Venezuelan Beaver Cheese')
+		#>>> product.number_sold += 1
+		#>>> product.save()
+		timeperiod.ML +=1
+		timeperiod.RL +=1
+		timeperiod.DIP +=1
+		timeperiod.MATHS +=1
+		timeperiod.python +=1
+		timeperiod.physics +=1
+		timeperiod.chemistry +=1
+		timeperiod.computer_science +=1
+		timeperiod.arts +=1
+		timeperiod.geography +=1
+		timeperiod.architecture +=1
+		timeperiod.engineering +=1
+		timeperiod.literature +=1
+		timeperiod.save()
+		return render(request , 'home.html' , {'post1' : post1 , 'post2' : post2 , 'post3' : post3 ,
+		 'post11' : post11 , 'post12' : post12 , 'post13' : post13, 'post':post})
+	else:
+		post = Post.objects.all().order_by('-pk')
+		return render(request , 'home.html' , {'post' : post})
+
+def detail(request , pk):
+	if request.user.is_authenticated:
+		postdetail = Post.objects.get(pk=pk)
+		success = alpha.objects.get(userid = request.user)
+		timeperiod = total.objects.get(userid = request.user)
+		tag = postdetail.tags
+		# print(type(7))
+		if tag == 6:
+			success.ML +=1
+			timeperiod.ML +=1
+		elif tag == 7:
+			success.RL +=1
+			timeperiod.RL +=1
+		elif tag == 8:
+			success.DIP +=1
+			timeperiod.DIP += 1
+		elif tag == 9:
+			success.MATHS +=1
+			timeperiod.MATHS += 1
+		elif tag == 10:
+			success.python +=1
+			timeperiod.python += 1
+		elif tag == 11:
+			success.physics +=1
+			timeperiod.physics += 1
+		elif tag == 12:
+			success.chemistry +=1
+			timeperiod.chemistry += 1
+		elif tag == 13:
+			success.computer_science +=1
+			timeperiod.computer_science += 1
+		elif tag == 14:
+			success.arts +=1
+			timeperiod.arts += 1
+		elif tag == 15:
+			success.geography +=1
+			timeperiod.geography += 1
+		elif tag == 16:
+			success.architecture +=1
+			timeperiod.architecture += 1
+		elif tag == 17:
+			success.engineering +=1
+			timeperiod.engineering += 1
+		elif tag == 18:
+			success.literature +=1
+			timeperiod.literature += 1
+		
+		success.save()
+		timeperiod.save()
+		post = Post.objects.filter(tagname=postdetail.tagname).order_by('-pk')
+		return render(request , 'post_detail.html' , {'postdetail' : postdetail, 'post':post})
+
+	else:
+		postdetail = Post.objects.get(pk=pk)
+		post = Post.objects.filter(Q(tagname=postdetail.tagname) & ~Q(pk=postdetail.pk)).order_by('-pk')
+		return render(request , 'post_detail.html' , {'postdetail' : postdetail, 'post':post})
+
+
+
+def personalspace(request):
+	tags = Tags.objects.all()
+	post = Post.objects.all().filter(author=request.user).order_by('-pk')
+	return render(request , 'personalspace.html' , {'post' : post , 'tags': tags})
+def inputdata(request):
+	if request.method == 'POST':
+		tags = request.POST['tags'].strip()
+		title = request.POST['title'].strip()
+		body = request.POST['body'].strip()		
+		thetag = Tags.objects.get(pk=tags)
+		if len(tags) == 0 or len(title) == 0 or len(body)==0:
+			return redirect('personalspace')
+		else:
+			post = 	Post(tags = tags , title = title , body= body , author = request.user , tagname = thetag.tagname)
+			post.save()
+			return redirect('personalspace')
+	else:
+		return redirect('personalspace')			
\ No newline at end of file

users/admin.py

+from django.contrib import admin
+
+# Register your models here.

users/apps.py

+from django.apps import AppConfig
+
+
+class UsersConfig(AppConfig):
+    name = 'users'

users/models.py

+from django.db import models
+
+# Create your models here.

users/templates/base.html

+{% load static %}
+<!DOCTYPE html>
+<html>
+<head>
+  <link rel="stylesheet" href="{% static '/home.css' %}">
+  <script src="https://code.jquery.com/jquery-3.2.1.slim.min.js" integrity="sha384-KJ3o2DKtIkvYIK3UENzmM7KCkRr/rE9/Qpg6aAZGJwFDMVNA/GpGFF93hXpG5KkN" crossorigin="anonymous"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.12.9/umd/popper.min.js" integrity="sha384-ApNbgh9B+Y1QKtv3Rn7W3mgPxhU9K/ScQsAP7hUibX39j7fakFPskvXusvfa0b4Q" crossorigin="anonymous"></script>
+<script src="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/js/bootstrap.min.js" integrity="sha384-JZR6Spejh4U02d8jOt6vLEHfe/JQGiRRSQQxSfFWpi1MquVdAyjUar5+76PVCmYl" crossorigin="anonymous"></script>
+  <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/css/bootstrap.min.css" integrity="sha384-Gn5384xqQ1aoWXA+058RXPxPg6fy4IWvTNh0E263XmFcJlSAwiGgFAW/dAiS6JXm" crossorigin="anonymous">
+  <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/4.7.0/css/font-awesome.min.css">
+  $('#myModal').on('shown.bs.modal', function () {
+  $('#myInput').trigger('focus')
+})
+</head>
+<body>
+
+<div class='nav'>
+<div class='logo'>
+<a href="{% url 'home' %}">PEER'SSPACE</a></div>
+<div class='list'>
+<a href="{% url 'personalspace' %}">PersonalSpace</a>
+<a>LocalSpace</a>
+<a>GlobalSpace</a>
+</div>
+<div class='account'>
+<a href="{% url 'login' %}">LOGIN</a></div>
+</div>
+
+
+{% block content %}
+
+{% endblock %}

users/templates/users/login.html

+{% extends 'base.html' %}
+
+{% block content %}
+
+<div class='middle'>
+	<span style="text-align:center;color:red;font-weight: bold;font-family:monospace;">{{message}}</span>
+<div class='account_head'>Already have an account? Sign in</div>
+<form class='signup'  method="post" action="{% url 'login' %}">
+{% csrf_token %}
+ <input type="text" name="username" placeholder=" Enter your username">
+<input type="password" name="password" placeholder="Enter your password">
+<input type="submit" class='button' value="Sign in">
+</form>
+<div class='account_base'><a href="{% url 'register' %}">Don't have an account? Click to register</a></div>
+</div>
+
+
+
+{% endblock %}

users/templates/users/register.html

+{% extends 'base.html' %}
+
+{% block content %}
+
+
+<div class='middle'>
+    <span style="text-align:center;color:red;font-weight: bold;font-family:monospace;">{{message}}</span>
+
+<form action="{% url 'register' %}" method="POST" class="signup">
+        	{% csrf_token %}
+    <div class="labelinput">Enter username</div>    	
+	<input type="text" name="username" placeholder=" Enter username">
+    <div class="labelinput">Enter email</div>    	
+
+<input type="email" name="email" placeholder="Your email">   
+ <div class="labelinput">Enter password</div>    	
+
+<input type="password" name="password1" placeholder=" Password">
+      <div class="labelinput">Enter password again</div>    	
+
+<input type="password" name="password2" placeholder=" Confirm password">
+ 
+<input type="submit" class='button' value="Register">
+
+      </form>
+  </div>
+
+
+{% endblock %}
+