├── README.md ├── flaskblog ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── config.cpython-36.pyc │ ├── config.cpython-37.pyc │ ├── models.cpython-36.pyc │ └── models.cpython-37.pyc ├── config.py ├── errors │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── handlers.cpython-36.pyc │ │ └── handlers.cpython-37.pyc │ └── handlers.py ├── main │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── routes.cpython-36.pyc │ │ └── routes.cpython-37.pyc │ └── routes.py ├── models.py ├── posts │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── forms.cpython-36.pyc │ │ ├── forms.cpython-37.pyc │ │ ├── routes.cpython-36.pyc │ │ └── routes.cpython-37.pyc │ ├── forms.py │ └── routes.py ├── site.db ├── static │ ├── AI.PNG │ ├── main.css │ └── profile_pics │ │ ├── 2e32b4c96a8d8f10.jpg │ │ ├── 7798432669b8b3ac.jpg │ │ ├── 7ef894751d31a45b.png │ │ ├── 85ed1b444539873d.png │ │ ├── b6e1c53325f88b74.png │ │ ├── ddd3ffe2e3271c40.jpg │ │ └── default.jpg ├── templates │ ├── New folder │ │ ├── login.html │ │ └── register.html │ ├── about.html │ ├── account.html │ ├── create_post.html │ ├── errors │ │ ├── 403.html │ │ ├── 404.html │ │ └── 500.html │ ├── home.html │ ├── layout.html │ ├── login.html │ ├── post.html │ ├── register.html │ ├── reset_request.html │ ├── reset_token.html │ ├── results.html │ ├── set.html │ └── user_posts.html └── users │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── forms.cpython-36.pyc │ ├── forms.cpython-37.pyc │ ├── routes.cpython-36.pyc │ ├── routes.cpython-37.pyc │ ├── utils.cpython-36.pyc │ └── utils.cpython-37.pyc │ ├── forms.py │ ├── routes.py │ └── utils.py ├── requirements.txt └── run.py /README.md: -------------------------------------------------------------------------------- 1 |

Crypto Currency Price Predictor

2 | 3 | Use this link to register and see how it works. 4 |

This is my first Machine Learning Web Application. My purpose was learning Flask and merge it with Machine Learning. When you hit on the Go button it calls Yahoo Finance and takes crypto prices. Next prepare them for modelling, feed them to the net and train the model. Finally it will predict crypto prices for 5-days and plot it in a graph. The backend is supported by a pre-designed MLP Neural Network-Tensorflow (3- hiddden levels). For more information about the structure, follow my repositories Time-Series-Neural-Network-Grid-Search and stock_market_predictions_neural_net.

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The performance can be optimized by changing the network structure or by changing to LSTM or RNN network as discussed in the repositories above.

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Instructions

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Clone the repository.

10 |

Install dependencies on requirements.txt

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Use the command "python run.py"

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17 | -------------------------------------------------------------------------------- /flaskblog/__init__.py: -------------------------------------------------------------------------------- 1 | from flask import Flask 2 | from flask_sqlalchemy import SQLAlchemy 3 | from flask_bcrypt import Bcrypt 4 | from flask_login import LoginManager 5 | from flask_mail import Mail 6 | from flaskblog.config import Config 7 | 8 | 9 | db = SQLAlchemy() 10 | bcrypt = Bcrypt() 11 | login_manager = LoginManager() 12 | login_manager.login_view = 'users.login' 13 | login_manager.login_message_category = 'info' 14 | mail = Mail() 15 | 16 | 17 | def create_app(config_class=Config): 18 | app = Flask(__name__) 19 | app.config.from_object(Config) 20 | 21 | db.init_app(app) 22 | bcrypt.init_app(app) 23 | login_manager.init_app(app) 24 | mail.init_app(app) 25 | 26 | from flaskblog.users.routes import users 27 | from flaskblog.posts.routes import posts 28 | from flaskblog.main.routes import main 29 | from flaskblog.errors.handlers import errors 30 | app.register_blueprint(users) 31 | app.register_blueprint(posts) 32 | app.register_blueprint(main) 33 | app.register_blueprint(errors) 34 | 35 | return app 36 | -------------------------------------------------------------------------------- /flaskblog/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /flaskblog/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/__pycache__/__init__.cpython-37.pyc 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MAIL_USE_TLS = True 12 | #MAIL_USERNAME = os.environ.get('EMAIL_USER') 13 | #MAIL_PASSWORD = os.environ.get('EMAIL_PASS') 14 | MAIL_USERNAME ='MAIL_USERNAME' 15 | MAIL_PASSWORD ='MAIL_PASSWORD' -------------------------------------------------------------------------------- /flaskblog/errors/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/errors/__init__.py -------------------------------------------------------------------------------- /flaskblog/errors/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/errors/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- 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flaskblog.models import Post 3 | 4 | main = Blueprint('main', __name__) 5 | 6 | 7 | @main.route("/") 8 | @main.route("/home") 9 | def home(): 10 | page = request.args.get('page', 1, type=int) 11 | posts = Post.query.order_by(Post.date_posted.desc()).paginate(page=page, per_page=5) 12 | return render_template('home.html', posts=posts) 13 | 14 | 15 | @main.route("/about") 16 | def about(): 17 | return render_template('about.html', title='About') 18 | -------------------------------------------------------------------------------- /flaskblog/models.py: -------------------------------------------------------------------------------- 1 | from datetime import datetime 2 | from itsdangerous import TimedJSONWebSignatureSerializer as Serializer 3 | from flask import current_app 4 | from flaskblog import db, login_manager 5 | from flask_login import UserMixin 6 | 7 | 8 | @login_manager.user_loader 9 | def load_user(user_id): 10 | return User.query.get(int(user_id)) 11 | 12 | 13 | class User(db.Model, UserMixin): 14 | id = db.Column(db.Integer, primary_key=True) 15 | username = db.Column(db.String(20), unique=True, nullable=False) 16 | email = db.Column(db.String(120), unique=True, nullable=False) 17 | image_file = db.Column(db.String(20), nullable=False, default='default.jpg') 18 | password = db.Column(db.String(60), nullable=False) 19 | posts = db.relationship('Post', backref='author', lazy=True) 20 | 21 | def get_reset_token(self, expires_sec=1800): 22 | s = Serializer(current_app.config['SECRET_KEY'], expires_sec) 23 | return s.dumps({'user_id': self.id}).decode('utf-8') 24 | 25 | @staticmethod 26 | def verify_reset_token(token): 27 | s = Serializer(current_app.config['SECRET_KEY']) 28 | try: 29 | user_id = s.loads(token)['user_id'] 30 | except: 31 | return None 32 | return User.query.get(user_id) 33 | 34 | def __repr__(self): 35 | return f"User('{self.username}', '{self.email}', '{self.image_file}')" 36 | 37 | 38 | class Post(db.Model): 39 | id = db.Column(db.Integer, primary_key=True) 40 | title = db.Column(db.String(100), nullable=False) 41 | date_posted = db.Column(db.DateTime, nullable=False, default=datetime.utcnow) 42 | content = db.Column(db.Text, nullable=False) 43 | user_id = db.Column(db.Integer, db.ForeignKey('user.id'), nullable=False) 44 | 45 | def __repr__(self): 46 | return f"Post('{self.title}', '{self.date_posted}')" 47 | -------------------------------------------------------------------------------- /flaskblog/posts/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/posts/__init__.py -------------------------------------------------------------------------------- /flaskblog/posts/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- 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flask_login import current_user, login_required 4 | from flaskblog import db 5 | from flaskblog.models import Post 6 | from flaskblog.posts.forms import PostForm 7 | 8 | #ml joint 9 | #from flask_bootstrap import Bootstrap 10 | import pandas as pd # add to requirements 11 | import numpy as np 12 | 13 | 14 | #ML Packages 15 | #from sklearn.feature_extraction.text import CountVectorizer 16 | #from sklearn.externals import joblib 17 | 18 | 19 | # TIME SERIES PACKGAES 20 | 21 | from pandas import DataFrame 22 | from pandas import concat 23 | from pandas import read_csv 24 | 25 | import tensorflow as tf # add to requirements 26 | 27 | import pandas as pd 28 | import datetime # add to requirements 29 | import pandas_datareader.data as web # add to requirements 30 | from pandas import Series, DataFrame 31 | import pygal # add to requirements 32 | import stripe # add to requirements 33 | 34 | pub_key = 'pk_test_D53d7w8AcdROmnyDOo2EfFFx00azCXbW0c' 35 | secret_key = 'sk_test_iRSrpQN5FTQlWu3VPGGZg60H00S3wUa5s4' 36 | 37 | stripe.api_key = secret_key 38 | 39 | 40 | posts = Blueprint('posts', __name__) 41 | 42 | @posts.route('/post/pay', methods=['POST']) 43 | def pay(): 44 | print(request.form) 45 | return '' 46 | 47 | 48 | 49 | 50 | @posts.route("/post/new", methods=['GET', 'POST']) 51 | @login_required 52 | def new_post(): 53 | form = PostForm() 54 | if form.validate_on_submit(): 55 | post = Post(title=form.title.data, content=form.content.data, author=current_user) 56 | db.session.add(post) 57 | db.session.commit() 58 | flash('Your post has been created!', 'success') 59 | return redirect(url_for('main.home')) 60 | return render_template('create_post.html', title='Payment', 61 | form=form, legend='Payment Plans') 62 | 63 | 64 | @posts.route("/post/") 65 | def post(post_id): 66 | post = Post.query.get_or_404(post_id) 67 | return render_template('post.html', title=post.title, post=post) 68 | 69 | 70 | @posts.route("/post//update", methods=['GET', 'POST']) 71 | @login_required 72 | def update_post(post_id): 73 | post = Post.query.get_or_404(post_id) 74 | if post.author != current_user: 75 | abort(403) 76 | form = PostForm() 77 | if form.validate_on_submit(): 78 | post.title = form.title.data 79 | post.content = form.content.data 80 | db.session.commit() 81 | flash('Your post has been updated!', 'success') 82 | return redirect(url_for('posts.post', post_id=post.id)) 83 | elif request.method == 'GET': 84 | form.title.data = post.title 85 | form.content.data = post.content 86 | return render_template('create_post.html', title='Update Post', 87 | form=form, legend='Update Post', pub_key=pub_key) 88 | 89 | 90 | @posts.route("/post//delete", methods=['POST']) 91 | @login_required 92 | def delete_post(post_id): 93 | post = Post.query.get_or_404(post_id) 94 | if post.author != current_user: 95 | abort(403) 96 | db.session.delete(post) 97 | db.session.commit() 98 | flash('Your post has been deleted!', 'success') 99 | return redirect(url_for('main.home')) 100 | 101 | #ml joint 102 | 103 | @posts.route('/post/set') 104 | def set(): 105 | return render_template('set.html') 106 | 107 | 108 | 109 | @posts.route('/post/predict', methods=['POST']) 110 | def predict(): 111 | if request.method == 'POST': 112 | stock_name = request.form['namequery'] 113 | start = datetime.datetime(2019, 1, 7) 114 | end = datetime.datetime(2019, 10, 19) 115 | 116 | df = web.DataReader(stock_name, 'yahoo', start, end) 117 | last_date = df.index[-1] 118 | day_list = [] 119 | for d in range(5): 120 | day_list.append(df.index[-1] + datetime.timedelta(days=d+1)) 121 | 122 | 123 | data = df['Adj Close'] 124 | #read time series dataset assume only one column = "univariate" 125 | dataset = data 126 | 127 | 128 | n_input = 5 129 | n_nodes = [100, 50, 25, 15, 10] 130 | n_epochs = 300 131 | n_batch = 30 132 | num_step = 5 133 | n_test = 1 134 | 135 | n_in = 5 136 | n_out = num_step 137 | 138 | data = df['Adj Close'].values 139 | 140 | 141 | def series_to_supervised(data, n_in, n_out=1): 142 | df = DataFrame(data) 143 | cols = list() 144 | # input sequence (t-n, ... t-1) 145 | for i in range(n_in, 0, -1): 146 | cols.append(df.shift(i)) 147 | # forecast sequence (t, t+1, ... t+n) 148 | for i in range(0, n_out): 149 | cols.append(df.shift(-i)) 150 | # put it all together 151 | agg = concat(cols, axis=1) 152 | # drop rows with NaN values 153 | agg.dropna(inplace=True) 154 | return agg.values 155 | 156 | 157 | 158 | prepared_data = series_to_supervised(data, n_in, n_out) 159 | train_x, train_y = prepared_data[:, :-num_step], prepared_data[:, -num_step:] 160 | X_train, X_test = train_x[:-n_test,:], train_x[-n_test:,:] 161 | y_train, y_test = train_y[:-n_test], train_y[-n_test:] 162 | 163 | model = tf.keras.Sequential([tf.keras.layers.Dense(n_nodes[0], activation='relu', input_dim=n_input), 164 | tf.keras.layers.Dense(n_nodes[1]), 165 | tf.keras.layers.Dense(n_nodes[2]), 166 | tf.keras.layers.Dense(n_nodes[3]), 167 | tf.keras.layers.Dense(n_nodes[4]), 168 | tf.keras.layers.Dense(num_step) 169 | ]) 170 | model.compile(loss='mse', optimizer='adam') 171 | # fit model 172 | model.fit(X_train, y_train, epochs=n_epochs, batch_size=n_batch, verbose=0) 173 | my_predictions = model.predict(X_test) 174 | starting_year = str(day_list[0].year) 175 | starting_month = str(day_list[0].month) 176 | starting_day = str(day_list[0].day) 177 | first_day = starting_month+'-'+starting_day+'-'+starting_year 178 | 179 | graph = pygal.Line(x_label_rotation=20) 180 | graph.title = '5-Day Prediction' 181 | graph.x_labels = day_list 182 | graph.add(stock_name, my_predictions[0]) 183 | graph_data = graph.render_data_uri() 184 | 185 | 186 | 187 | 188 | 189 | 190 | 191 | return render_template('results.html', graph_data = graph_data, prediction1 = my_predictions[0][0], 192 | prediction2 = my_predictions[0][1], prediction3 = my_predictions[0][2], 193 | prediction4 = my_predictions[0][3], prediction5 = my_predictions[0][4], 194 | starting_day = first_day, stock_name = stock_name ) #, name = namequery.upper()) -------------------------------------------------------------------------------- /flaskblog/site.db: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/site.db -------------------------------------------------------------------------------- /flaskblog/static/AI.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/static/AI.PNG -------------------------------------------------------------------------------- /flaskblog/static/main.css: -------------------------------------------------------------------------------- 1 | body { 2 | background: #fafafa; 3 | color: #333333; 4 | margin-top: 5rem; 5 | } 6 | 7 | h1, h2, h3, h4, h5, h6 { 8 | color: #444444; 9 | } 10 | 11 | .bg-steel { 12 | background-color: #5f788a; 13 | } 14 | 15 | .site-header .navbar-nav .nav-link { 16 | color: #F5B7B1; 17 | } 18 | 19 | .site-header .navbar-nav .nav-link:hover { 20 | color: #ffffff; 21 | } 22 | 23 | .site-header .navbar-nav .nav-link.active { 24 | font-weight: 500; 25 | } 26 | 27 | .content-section { 28 | background: #ffffff; 29 | padding: 10px 20px; 30 | border: 1px solid #dddddd; 31 | border-radius: 3px; 32 | margin-bottom: 20px; 33 | } 34 | 35 | .article-title { 36 | color: #444444; 37 | } 38 | 39 | a.article-title:hover { 40 | color: #428bca; 41 | text-decoration: none; 42 | } 43 | 44 | .article-content { 45 | white-space: pre-line; 46 | } 47 | 48 | .article-img { 49 | height: 65px; 50 | width: 65px; 51 | margin-right: 16px; 52 | } 53 | 54 | .article-metadata { 55 | padding-bottom: 1px; 56 | margin-bottom: 4px; 57 | border-bottom: 1px solid #e3e3e3 58 | } 59 | 60 | .article-metadata a:hover { 61 | color: #333; 62 | text-decoration: none; 63 | } 64 | 65 | .article-svg { 66 | width: 25px; 67 | height: 25px; 68 | vertical-align: middle; 69 | } 70 | 71 | .account-img { 72 | height: 125px; 73 | width: 125px; 74 | margin-right: 20px; 75 | margin-bottom: 16px; 76 | } 77 | 78 | .account-heading { 79 | font-size: 2.5rem; 80 | } 81 | 82 | 83 | 84 | 85 | 86 | 87 | 88 | 89 | 90 | 91 | -------------------------------------------------------------------------------- /flaskblog/static/profile_pics/2e32b4c96a8d8f10.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/static/profile_pics/2e32b4c96a8d8f10.jpg -------------------------------------------------------------------------------- /flaskblog/static/profile_pics/7798432669b8b3ac.jpg: -------------------------------------------------------------------------------- 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https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/static/profile_pics/default.jpg -------------------------------------------------------------------------------- /flaskblog/templates/New folder/login.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

4 |

5 | {{ form.hidden_tag() }} 6 |

7 | Log In 8 |

9 | {{ form.email.label(class="form-control-label") }} 10 | {% if form.email.errors %} 11 | {{ form.email(class="form-control form-control-lg is-invalid") }} 12 |

13 | {% for error in form.email.errors %} 14 | {{ error }} 15 | {% endfor %} 16 |

17 | {% else %} 18 | {{ form.email(class="form-control form-control-lg") }} 19 | {% endif %} 20 |

21 |

22 | {{ form.password.label(class="form-control-label") }} 23 | {% if form.password.errors %} 24 | {{ form.password(class="form-control form-control-lg is-invalid") }} 25 |

26 | {% for error in form.password.errors %} 27 | {{ error }} 28 | {% endfor %} 29 |

30 | {% else %} 31 | {{ form.password(class="form-control form-control-lg") }} 32 | {% endif %} 33 |

34 |

35 | {{ form.remember(class="form-check-input") }} 36 | {{ form.remember.label(class="form-check-label") }} 37 |

38 |

39 |

40 | {{ form.submit(class="btn btn-outline-info") }} 41 | 42 | Forgot Password? 43 | 44 |

45 |

46 |

47 |

48 | 49 | Need An Account? Sign Up Now 50 | 51 |

52 | {% endblock content %} 53 | -------------------------------------------------------------------------------- /flaskblog/templates/New folder/register.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

4 |

5 | {{ form.hidden_tag() }} 6 |

7 | Join Today 8 |

9 | {{ form.username.label(class="form-control-label") }} 10 | 11 | {% if form.username.errors %} 12 | {{ form.username(class="form-control form-control-lg is-invalid") }} 13 |

14 | {% for error in form.username.errors %} 15 | {{ error }} 16 | {% endfor %} 17 |

18 | {% else %} 19 | {{ form.username(class="form-control form-control-lg") }} 20 | {% endif %} 21 |

22 |

23 | {{ form.email.label(class="form-control-label") }} 24 | {% if form.email.errors %} 25 | {{ form.email(class="form-control form-control-lg is-invalid") }} 26 |

27 | {% for error in form.email.errors %} 28 | {{ error }} 29 | {% endfor %} 30 |

31 | {% else %} 32 | {{ form.email(class="form-control form-control-lg") }} 33 | {% endif %} 34 |

35 |

36 | {{ form.password.label(class="form-control-label") }} 37 | {% if form.password.errors %} 38 | {{ form.password(class="form-control form-control-lg is-invalid") }} 39 |

40 | {% for error in form.password.errors %} 41 | {{ error }} 42 | {% endfor %} 43 |

44 | {% else %} 45 | {{ form.password(class="form-control form-control-lg") }} 46 | {% endif %} 47 |

48 |

49 | {{ form.confirm_password.label(class="form-control-label") }} 50 | {% if form.confirm_password.errors %} 51 | {{ form.confirm_password(class="form-control form-control-lg is-invalid") }} 52 |

53 | {% for error in form.confirm_password.errors %} 54 | {{ error }} 55 | {% endfor %} 56 |

57 | {% else %} 58 | {{ form.confirm_password(class="form-control form-control-lg") }} 59 | {% endif %} 60 |

61 |

62 |

63 | {{ form.submit(class="btn btn-outline-info") }} 64 |

65 |

66 |

67 |

68 | 69 | Already Have An Account? Sign In 70 | 71 |

72 | {% endblock content %} 73 | -------------------------------------------------------------------------------- /flaskblog/templates/about.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

About Page

4 | {% endblock content %} 5 | -------------------------------------------------------------------------------- /flaskblog/templates/account.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

4 |

5 |

6 |

7 |

8 |

9 |

10 |

11 |

12 | {{ form.hidden_tag() }} 13 |

14 | Account Info 15 |

16 | {{ form.username.label(class="form-control-label") }} 17 | 18 | {% if form.username.errors %} 19 | {{ form.username(class="form-control form-control-lg is-invalid") }} 20 |

21 | {% for error in form.username.errors %} 22 | {{ error }} 23 | {% endfor %} 24 |

25 | {% else %} 26 | {{ form.username(class="form-control form-control-lg") }} 27 | {% endif %} 28 |

29 |

30 | {{ form.email.label(class="form-control-label") }} 31 | {% if form.email.errors %} 32 | {{ form.email(class="form-control form-control-lg is-invalid") }} 33 |

34 | {% for error in form.email.errors %} 35 | {{ error }} 36 | {% endfor %} 37 |

38 | {% else %} 39 | {{ form.email(class="form-control form-control-lg") }} 40 | {% endif %} 41 |

42 |

43 | {{ form.picture.label() }} 44 | {{ form.picture(class="form-control-file") }} 45 | {% if form.picture.errors %} 46 | {% for error in form.picture.errors %} 47 | {{ error }}
48 | {% endfor %} 49 | {% endif %} 50 |

51 |

52 |

53 | {{ form.submit(class="btn btn-outline-info") }} 54 |

55 |

56 |

57 | {% endblock content %} 58 | -------------------------------------------------------------------------------- /flaskblog/templates/create_post.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 | 4 |

5 | 17 |

18 | 19 | 20 |

21 |

Full Feature Coming Soon

22 | 23 | Want to Help us with $5? 24 | 25 | 36 | 37 | 38 | 39 |

40 | 41 |

42 |

43 |

Our Currency Pair List

44 |

You can pick any currency pair.

45 |

46 |

47 |

48 |

BTC-USD

49 |

BCH-USD

50 |

XMR-USD

51 |

ZEC-USD

52 |

53 |

54 |

XRP-USD

55 |

XLM-USD

56 |

DASH-USD

57 |

BTG-USD

58 |

59 |

60 |

XRP-USD

61 |

TRX-USD

62 |

ETC-USD

63 |

MIOTA-USD

64 |

65 |

66 |

LTC-USD

67 |

ADA-USD

68 |

XEM-USD

69 |

BTCD-USD

70 |

71 |

72 | 73 | 74 | 75 | 76 | {% endblock content %} 77 | -------------------------------------------------------------------------------- /flaskblog/templates/errors/403.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

4 |

You don't have permission to do that (403)

5 |

Please check your account and try again

6 |

7 | {% endblock content %} 8 | -------------------------------------------------------------------------------- /flaskblog/templates/errors/404.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

4 |

Oops. Page Not Found (404)

5 |

That page does not exist. Please try a different location

6 |

7 | {% endblock content %} 8 | -------------------------------------------------------------------------------- /flaskblog/templates/errors/500.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

4 |

Something went wrong (500)

5 |

We're experiencing some trouble on our end. Please try again in the near future

6 |

7 | {% endblock content %} 8 | -------------------------------------------------------------------------------- /flaskblog/templates/home.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 | 4 |

5 | 6 | 7 |

8 |
Do you think it is impossible to predict crypto prices?
9 |
We have made an AI PREDICTOR for it..Try it today for free.
10 | 11 |

12 |

We use the Neural Network(Tensorflow) technology for identifying patterns and predicting future prices. It is limited to 5-days for introduction. We are devoloping more Neural Networks for higher accuracy and planing to use other Machine Learning and Statistical models. 13 | 14 |

15 | 16 | 17 |

18 |

19 | 20 |

Our Currency Pair List

21 |

You can pick any currency pair.

22 |

23 |

24 |

25 |

BTC-USD

26 |

BCH-USD

27 |

XMR-USD

28 |

ZEC-USD

29 |

30 |

31 |

XRP-USD

32 |

XLM-USD

33 |

DASH-USD

34 |

BTG-USD

35 |

36 |

37 |

XRP-USD

38 |

TRX-USD

39 |

ETC-USD

40 |

MIOTA-USD

41 |

42 |

43 |

LTC-USD

44 |

ADA-USD

45 |

XEM-USD

46 |

BTCD-USD

47 |

48 |

49 |

50 |

51 |

52 | {% endblock content %} 53 | -------------------------------------------------------------------------------- /flaskblog/templates/layout.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | {% if title %} 14 | AI Predictor - {{ title }} 15 | {% else %} 16 | AI Preidictor 17 | {% endif %} 18 | 19 | 20 |

21 |

22 |

23 | 24 | 27 | 44 |

45 |

46 |

47 |

48 |

49 |

50 | {% with messages = get_flashed_messages(with_categories=true) %} 51 | {% if messages %} 52 | {% for category, message in messages %} 53 |

54 | {{ message }} 55 |

56 | {% endfor %} 57 | {% endif %} 58 | {% endwith %} 59 | {% block content %}{% endblock %} 60 |

61 | 62 |

63 |

64 |

65 |

66 |

67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | -------------------------------------------------------------------------------- /flaskblog/templates/login.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

4 |

5 | {{ form.hidden_tag() }} 6 |

7 | Log In 8 |

9 | {{ form.email.label(class="form-control-label") }} 10 | {% if form.email.errors %} 11 | {{ form.email(class="form-control form-control-lg is-invalid") }} 12 |

13 | {% for error in form.email.errors %} 14 | {{ error }} 15 | {% endfor %} 16 |

17 | {% else %} 18 | {{ form.email(class="form-control form-control-lg") }} 19 | {% endif %} 20 |

21 |

22 | {{ form.password.label(class="form-control-label") }} 23 | {% if form.password.errors %} 24 | {{ form.password(class="form-control form-control-lg is-invalid") }} 25 |

26 | {% for error in form.password.errors %} 27 | {{ error }} 28 | {% endfor %} 29 |

30 | {% else %} 31 | {{ form.password(class="form-control form-control-lg") }} 32 | {% endif %} 33 |

34 |

35 | {{ form.remember(class="form-check-input") }} 36 | {{ form.remember.label(class="form-check-label") }} 37 |

38 |

39 |

40 | {{ form.submit(class="btn btn-outline-info") }} 41 | 42 | Forgot Password? 43 | 44 |

45 |

46 |

47 |

48 | 49 | Need An Account? Sign Up Now 50 | 51 |

52 | {% endblock content %} 53 | -------------------------------------------------------------------------------- /flaskblog/templates/post.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 | 4 |

5 |

6 |

7 |

8 | {{ post.author.username }} 9 | {{ post.date_posted.strftime('%Y-%m-%d') }} 10 | {% if post.author == current_user %} 11 |

12 | Update 13 | 14 |

15 | {% endif %} 16 |

17 |

18 |

19 |

20 |

21 | 22 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | {% endblock content %} 53 | -------------------------------------------------------------------------------- /flaskblog/templates/register.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

4 |

5 | {{ form.hidden_tag() }} 6 |

7 | Join Today 8 |

9 | {{ form.username.label(class="form-control-label") }} 10 | 11 | {% if form.username.errors %} 12 | {{ form.username(class="form-control form-control-lg is-invalid") }} 13 |

14 | {% for error in form.username.errors %} 15 | {{ error }} 16 | {% endfor %} 17 |

18 | {% else %} 19 | {{ form.username(class="form-control form-control-lg") }} 20 | {% endif %} 21 |

22 |

23 | {{ form.email.label(class="form-control-label") }} 24 | {% if form.email.errors %} 25 | {{ form.email(class="form-control form-control-lg is-invalid") }} 26 |

27 | {% for error in form.email.errors %} 28 | {{ error }} 29 | {% endfor %} 30 |

31 | {% else %} 32 | {{ form.email(class="form-control form-control-lg") }} 33 | {% endif %} 34 |

35 |

36 | {{ form.password.label(class="form-control-label") }} 37 | {% if form.password.errors %} 38 | {{ form.password(class="form-control form-control-lg is-invalid") }} 39 |

40 | {% for error in form.password.errors %} 41 | {{ error }} 42 | {% endfor %} 43 |

44 | {% else %} 45 | {{ form.password(class="form-control form-control-lg") }} 46 | {% endif %} 47 |

48 |

49 | {{ form.confirm_password.label(class="form-control-label") }} 50 | {% if form.confirm_password.errors %} 51 | {{ form.confirm_password(class="form-control form-control-lg is-invalid") }} 52 |

53 | {% for error in form.confirm_password.errors %} 54 | {{ error }} 55 | {% endfor %} 56 |

57 | {% else %} 58 | {{ form.confirm_password(class="form-control form-control-lg") }} 59 | {% endif %} 60 |

61 |

62 |

63 | {{ form.submit(class="btn btn-outline-info") }} 64 |

65 |

66 |

67 |

68 | 69 | Already Have An Account? Sign In 70 | 71 |

72 | {% endblock content %} 73 | -------------------------------------------------------------------------------- /flaskblog/templates/reset_request.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

4 |

5 | {{ form.hidden_tag() }} 6 |

7 | Reset Password 8 |

9 | {{ form.email.label(class="form-control-label") }} 10 | {% if form.email.errors %} 11 | {{ form.email(class="form-control form-control-lg is-invalid") }} 12 |

13 | {% for error in form.email.errors %} 14 | {{ error }} 15 | {% endfor %} 16 |

17 | {% else %} 18 | {{ form.email(class="form-control form-control-lg") }} 19 | {% endif %} 20 |

21 |

22 |

23 | {{ form.submit(class="btn btn-outline-info") }} 24 |

25 |

26 |

27 | {% endblock content %} 28 | -------------------------------------------------------------------------------- /flaskblog/templates/reset_token.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

4 |

5 | {{ form.hidden_tag() }} 6 |

7 | Reset Password 8 |

9 | {{ form.password.label(class="form-control-label") }} 10 | {% if form.password.errors %} 11 | {{ form.password(class="form-control form-control-lg is-invalid") }} 12 |

13 | {% for error in form.password.errors %} 14 | {{ error }} 15 | {% endfor %} 16 |

17 | {% else %} 18 | {{ form.password(class="form-control form-control-lg") }} 19 | {% endif %} 20 |

21 |

22 | {{ form.confirm_password.label(class="form-control-label") }} 23 | {% if form.confirm_password.errors %} 24 | {{ form.confirm_password(class="form-control form-control-lg is-invalid") }} 25 |

26 | {% for error in form.confirm_password.errors %} 27 | {{ error }} 28 | {% endfor %} 29 |

30 | {% else %} 31 | {{ form.confirm_password(class="form-control form-control-lg") }} 32 | {% endif %} 33 |

34 |

35 |

36 | {{ form.submit(class="btn btn-outline-info") }} 37 |

38 |

39 |

40 | {% endblock content %} 41 | -------------------------------------------------------------------------------- /flaskblog/templates/results.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 | 4 |

5 | 6 |

Neural Network Price Prediction of {{ stock_name }}

7 |

This is for next five days starting from {{ starting_day }} 8 | 9 |

10 |

11 | 12 | 13 |

14 |

15 |

16 | 17 | 18 |

19 |

20 |

21 |

22 |

23 |

24 | 25 |

26 |

27 |

28 |

29 |

30 |

31 |

32 |

33 |

34 |

35 |

36 |

37 |

38 |

39 |

40 |

41 |

42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | {% endblock %} -------------------------------------------------------------------------------- /flaskblog/templates/set.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 | 4 | 5 | 6 | 7 |

8 | 9 |

Please Select The Currency Pair

10 | 11 | 36 | 37 | 38 |

39 | 40 |

41 |

42 |

Our Currency Pair List

43 |

You can pick any currency pair.

44 |

45 |

46 |

47 |

BTC-USD

48 |

BCH-USD

49 |

XMR-USD

50 |

ZEC-USD

51 |

52 |

53 |

XRP-USD

54 |

XLM-USD

55 |

DASH-USD

56 |

BTG-USD

57 |

58 |

59 |

XRP-USD

60 |

TRX-USD

61 |

ETC-USD

62 |

MIOTA-USD

63 |

64 |

65 |

LTC-USD

66 |

ADA-USD

67 |

XEM-USD

68 |

BTCD-USD

69 |

70 |

71 | 72 | 73 | 74 | 75 | 86 | 87 | 88 | 89 | 90 | 91 | 92 | 93 | 94 | 95 | 96 | 97 | 98 | 99 | {% endblock %} 100 | -------------------------------------------------------------------------------- /flaskblog/templates/user_posts.html: -------------------------------------------------------------------------------- 1 | {% extends "layout.html" %} 2 | {% block content %} 3 |

Posts by {{ user.username }} ({{ posts.total }})

4 | {% for post in posts.items %} 5 |

6 |

7 |

8 |

9 | {{ post.author.username }} 10 | {{ post.date_posted.strftime('%Y-%m-%d') }} 11 |

12 |

13 |

14 |

15 |

16 | {% endfor %} 17 | {% for page_num in posts.iter_pages(left_edge=1, right_edge=1, left_current=1, right_current=2) %} 18 | {% if page_num %} 19 | {% if posts.page == page_num %} 20 | {{ page_num }} 21 | {% else %} 22 | {{ page_num }} 23 | {% endif %} 24 | {% else %} 25 | ... 26 | {% endif %} 27 | {% endfor %} 28 | {% endblock content %} 29 | -------------------------------------------------------------------------------- /flaskblog/users/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/users/__init__.py -------------------------------------------------------------------------------- /flaskblog/users/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/users/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /flaskblog/users/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/users/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /flaskblog/users/__pycache__/forms.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/users/__pycache__/forms.cpython-36.pyc -------------------------------------------------------------------------------- /flaskblog/users/__pycache__/forms.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/users/__pycache__/forms.cpython-37.pyc -------------------------------------------------------------------------------- /flaskblog/users/__pycache__/routes.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/users/__pycache__/routes.cpython-36.pyc -------------------------------------------------------------------------------- /flaskblog/users/__pycache__/routes.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/users/__pycache__/routes.cpython-37.pyc -------------------------------------------------------------------------------- /flaskblog/users/__pycache__/utils.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/users/__pycache__/utils.cpython-36.pyc -------------------------------------------------------------------------------- /flaskblog/users/__pycache__/utils.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/akmuthun/crypto_predictor_app/f437b85cfda719c9ef862b40447cb03e22690006/flaskblog/users/__pycache__/utils.cpython-37.pyc -------------------------------------------------------------------------------- /flaskblog/users/forms.py: -------------------------------------------------------------------------------- 1 | from flask_wtf import FlaskForm 2 | from flask_wtf.file import FileField, FileAllowed 3 | from wtforms import StringField, PasswordField, SubmitField, BooleanField 4 | from wtforms.validators import DataRequired, Length, Email, EqualTo, ValidationError 5 | from flask_login import current_user 6 | from flaskblog.models import User 7 | 8 | 9 | class RegistrationForm(FlaskForm): 10 | username = StringField('Username', 11 | validators=[DataRequired(), Length(min=2, max=20)]) 12 | email = StringField('Email', 13 | validators=[DataRequired(), Email()]) 14 | password = PasswordField('Password', validators=[DataRequired()]) 15 | confirm_password = PasswordField('Confirm Password', 16 | validators=[DataRequired(), EqualTo('password')]) 17 | submit = SubmitField('Sign Up') 18 | 19 | def validate_username(self, username): 20 | user = User.query.filter_by(username=username.data).first() 21 | if user: 22 | raise ValidationError('That username is taken. Please choose a different one.') 23 | 24 | def validate_email(self, email): 25 | user = User.query.filter_by(email=email.data).first() 26 | if user: 27 | raise ValidationError('That email is taken. Please choose a different one.') 28 | 29 | 30 | class LoginForm(FlaskForm): 31 | email = StringField('Email', 32 | validators=[DataRequired(), Email()]) 33 | password = PasswordField('Password', validators=[DataRequired()]) 34 | remember = BooleanField('Remember Me') 35 | submit = SubmitField('Login') 36 | 37 | 38 | class UpdateAccountForm(FlaskForm): 39 | username = StringField('Username', 40 | validators=[DataRequired(), Length(min=2, max=20)]) 41 | email = StringField('Email', 42 | validators=[DataRequired(), Email()]) 43 | picture = FileField('Update Profile Picture', validators=[FileAllowed(['jpg', 'png'])]) 44 | submit = SubmitField('Update') 45 | 46 | def validate_username(self, username): 47 | if username.data != current_user.username: 48 | user = User.query.filter_by(username=username.data).first() 49 | if user: 50 | raise ValidationError('That username is taken. Please choose a different one.') 51 | 52 | def validate_email(self, email): 53 | if email.data != current_user.email: 54 | user = User.query.filter_by(email=email.data).first() 55 | if user: 56 | raise ValidationError('That email is taken. Please choose a different one.') 57 | 58 | 59 | class RequestResetForm(FlaskForm): 60 | email = StringField('Email', 61 | validators=[DataRequired(), Email()]) 62 | submit = SubmitField('Request Password Reset') 63 | 64 | def validate_email(self, email): 65 | user = User.query.filter_by(email=email.data).first() 66 | if user is None: 67 | raise ValidationError('There is no account with that email. You must register first.') 68 | 69 | 70 | class ResetPasswordForm(FlaskForm): 71 | password = PasswordField('Password', validators=[DataRequired()]) 72 | confirm_password = PasswordField('Confirm Password', 73 | validators=[DataRequired(), EqualTo('password')]) 74 | submit = SubmitField('Reset Password') 75 | -------------------------------------------------------------------------------- /flaskblog/users/routes.py: -------------------------------------------------------------------------------- 1 | from flask import render_template, url_for, flash, redirect, request, Blueprint 2 | from flask_login import login_user, current_user, logout_user, login_required 3 | from flaskblog import db, bcrypt 4 | from flaskblog.models import User, Post 5 | from flaskblog.users.forms import (RegistrationForm, LoginForm, UpdateAccountForm, 6 | RequestResetForm, ResetPasswordForm) 7 | from flaskblog.users.utils import save_picture, send_reset_email 8 | 9 | users = Blueprint('users', __name__) 10 | 11 | 12 | @users.route("/register", methods=['GET', 'POST']) 13 | def register(): 14 | if current_user.is_authenticated: 15 | return redirect(url_for('main.home')) 16 | form = RegistrationForm() 17 | if form.validate_on_submit(): 18 | hashed_password = bcrypt.generate_password_hash(form.password.data).decode('utf-8') 19 | user = User(username=form.username.data, email=form.email.data, password=hashed_password) 20 | db.session.add(user) 21 | db.session.commit() 22 | flash('Your account has been created! You are now able to log in', 'success') 23 | return redirect(url_for('users.login')) 24 | return render_template('register.html', title='Register', form=form) 25 | 26 | 27 | @users.route("/login", methods=['GET', 'POST']) 28 | def login(): 29 | if current_user.is_authenticated: 30 | return redirect(url_for('main.home')) 31 | form = LoginForm() 32 | if form.validate_on_submit(): 33 | user = User.query.filter_by(email=form.email.data).first() 34 | if user and bcrypt.check_password_hash(user.password, form.password.data): 35 | login_user(user, remember=form.remember.data) 36 | next_page = request.args.get('next') 37 | return redirect(next_page) if next_page else redirect(url_for('main.home')) 38 | else: 39 | flash('Login Unsuccessful. Please check email and password', 'danger') 40 | return render_template('login.html', title='Login', form=form) 41 | 42 | 43 | @users.route("/logout") 44 | def logout(): 45 | logout_user() 46 | return redirect(url_for('main.home')) 47 | 48 | 49 | @users.route("/account", methods=['GET', 'POST']) 50 | @login_required 51 | def account(): 52 | form = UpdateAccountForm() 53 | if form.validate_on_submit(): 54 | if form.picture.data: 55 | picture_file = save_picture(form.picture.data) 56 | current_user.image_file = picture_file 57 | current_user.username = form.username.data 58 | current_user.email = form.email.data 59 | db.session.commit() 60 | flash('Your account has been updated!', 'success') 61 | return redirect(url_for('users.account')) 62 | elif request.method == 'GET': 63 | form.username.data = current_user.username 64 | form.email.data = current_user.email 65 | image_file = url_for('static', filename='profile_pics/' + current_user.image_file) 66 | return render_template('account.html', title='Account',image_file=image_file, form=form) 67 | 68 | 69 | @users.route("/user/") 70 | def user_posts(username): 71 | page = request.args.get('page', 1, type=int) 72 | user = User.query.filter_by(username=username).first_or_404() 73 | posts = Post.query.filter_by(author=user)\ 74 | .order_by(Post.date_posted.desc())\ 75 | .paginate(page=page, per_page=5) 76 | return render_template('user_posts.html', posts=posts, user=user) 77 | 78 | 79 | @users.route("/reset_password", methods=['GET', 'POST']) 80 | def reset_request(): 81 | if current_user.is_authenticated: 82 | return redirect(url_for('main.home')) 83 | form = RequestResetForm() 84 | if form.validate_on_submit(): 85 | user = User.query.filter_by(email=form.email.data).first() 86 | send_reset_email(user) 87 | flash('An email has been sent with instructions to reset your password.', 'info') 88 | return redirect(url_for('users.login')) 89 | return render_template('reset_request.html', title='Reset Password', form=form) 90 | 91 | 92 | @users.route("/reset_password/", methods=['GET', 'POST']) 93 | def reset_token(token): 94 | if current_user.is_authenticated: 95 | return redirect(url_for('main.home')) 96 | user = User.verify_reset_token(token) 97 | if user is None: 98 | flash('That is an invalid or expired token', 'warning') 99 | return redirect(url_for('users.reset_request')) 100 | form = ResetPasswordForm() 101 | if form.validate_on_submit(): 102 | hashed_password = bcrypt.generate_password_hash(form.password.data).decode('utf-8') 103 | user.password = hashed_password 104 | db.session.commit() 105 | flash('Your password has been updated! You are now able to log in', 'success') 106 | return redirect(url_for('users.login')) 107 | return render_template('reset_token.html', title='Reset Password', form=form) 108 | -------------------------------------------------------------------------------- /flaskblog/users/utils.py: -------------------------------------------------------------------------------- 1 | 2 | import os 3 | import secrets 4 | from PIL import Image 5 | from flask import url_for, current_app 6 | from flask_mail import Message 7 | from flaskblog import mail 8 | 9 | 10 | def save_picture(form_picture): 11 | random_hex = secrets.token_hex(8) 12 | _, f_ext = os.path.splitext(form_picture.filename) 13 | picture_fn = random_hex + f_ext 14 | picture_path = os.path.join(current_app.root_path, 'static/profile_pics', picture_fn) 15 | 16 | output_size = (125, 125) 17 | i = Image.open(form_picture) 18 | i.thumbnail(output_size) 19 | i.save(picture_path) 20 | 21 | return picture_fn 22 | 23 | 24 | def send_reset_email(user): 25 | token = user.get_reset_token() 26 | msg = Message('Password Reset Request', 27 | sender='noreply@demo.com', 28 | recipients=[user.email]) 29 | msg.body = f'''To reset your password, visit the following link: 30 | {url_for('users.reset_token', token=token, _external=True)} 31 | 32 | If you did not make this request then simply ignore this email and no changes will be made. 33 | ''' 34 | mail.send(msg) 35 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | absl-py==0.8.1 2 | astor==0.8.0 3 | bcrypt==3.1.4 4 | blinker==1.4 5 | certifi==2019.9.11 6 | cffi==1.11.5 7 | chardet==3.0.4 8 | click==6.7 9 | DateTime==4.3 10 | Flask==1.0 11 | Flask-Bcrypt==0.7.1 12 | Flask-Login==0.4.1 13 | Flask-Mail==0.9.1 14 | Flask-SQLAlchemy==2.3.2 15 | Flask-WTF==0.14.2 16 | gast==0.2.2 17 | google-pasta==0.1.7 18 | grpcio==1.24.1 19 | h5py==2.10.0 20 | idna==2.8 21 | itsdangerous==0.24 22 | Jinja2==2.10 23 | Keras-Applications==1.0.8 24 | Keras-Preprocessing==1.1.0 25 | lxml==4.4.1 26 | Markdown==3.1.1 27 | MarkupSafe==1.0 28 | numpy==1.17.3 29 | opt-einsum==3.1.0 30 | pandas==0.25.2 31 | pandas-datareader==0.8.1 32 | Pillow==5.3.0 33 | protobuf==3.10.0 34 | pycparser==2.18 35 | pygal==2.4.0 36 | python-dateutil==2.8.0 37 | pytz==2019.3 38 | requests==2.22.0 39 | six==1.11.0 40 | SQLAlchemy==1.2.7 41 | stripe==2.37.2 42 | tensorboard==2.0.0 43 | tensorflow==2.0.0 44 | tensorflow-estimator==2.0.1 45 | termcolor==1.1.0 46 | urllib3==1.25.6 47 | Werkzeug==0.14.1 48 | wrapt==1.11.2 49 | WTForms==2.1 50 | zope.interface==4.6.0 -------------------------------------------------------------------------------- /run.py: -------------------------------------------------------------------------------- 1 | from flaskblog import create_app 2 | 3 | app = create_app() 4 | 5 | if __name__ == '__main__': 6 | app.run(debug= True) 7 | --------------------------------------------------------------------------------

Crypto Currency Price Predictor

Instructions

About Page

{{ current_user.username }}

Full Feature Coming Soon

Our Currency Pair List

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8 |
Do you think it is impossible to predict crypto prices?
9 |
We have made an AI PREDICTOR for it..Try it today for free.
10 | 11 |

We use the Neural Network(Tensorflow) technology for identifying patterns and predicting future prices. It is limited to 5-days for introduction. We are devoloping more Neural Networks for higher accuracy and planing to use other Machine Learning and Statistical models. 13 | 14 |

Our Currency Pair List

{{ post.title }}

Neural Network Price Prediction of {{ stock_name }}

Please Select The Currency Pair

Our Currency Pair List

Posts by {{ user.username }} ({{ posts.total }})

{{ post.title }}

Crypto Currency Price Predictor

Instructions

About Page

{{ current_user.username }}

Full Feature Coming Soon

Our Currency Pair List

You don't have permission to do that (403)

Oops. Page Not Found (404)

Something went wrong (500)

8 | Do you think it is impossible to predict crypto prices? 9 | We have made an AI PREDICTOR for it..Try it today for free. 10 | 11 |

We use the Neural Network(Tensorflow) technology for identifying patterns and predicting future prices. It is limited to 5-days for introduction. We are devoloping more Neural Networks for higher accuracy and planing to use other Machine Learning and Statistical models. 13 | 14 |

Our Currency Pair List

{{ post.title }}

Neural Network Price Prediction of {{ stock_name }}

Please Select The Currency Pair

Our Currency Pair List

Posts by {{ user.username }} ({{ posts.total }})

{{ post.title }}

8 |
Do you think it is impossible to predict crypto prices?
9 |
We have made an AI PREDICTOR for it..Try it today for free.
10 | 11 |