Added files to component 1

Performance Prediction/README.md

+# A-LA-Performance-Predictor

Performance Prediction/ServerELearn.py

+import numpy as np
+from flask import Flask, request, jsonify ,render_template,g
+import pandas as pd
+import matplotlib.pyplot as plt
+from sklearn.preprocessing import MinMaxScaler
+import warnings
+warnings.filterwarnings("ignore")
+import pickle
+import pandas as pd
+from flask import Flask, jsonify, request
+from pandas.tseries.offsets import DateOffset
+import csv
+
+
+app = Flask(__name__,static_url_path='', 
+            static_folder='static',
+            template_folder='templates')
+
+model = pickle.load(open('elearn.pkl','rb'))
+
+
+@app.route('/')
+def home():
+    return render_template('index.html')
+
+
+@app.route('/predict', methods=['POST'])
+def predict():
+    Log = request.form["file"]
+    data = LoadPastDataset(Log)
+    data1  = pd.read_csv(r'{0}'.format(Log),sep=",",usecols=(0,1,2,3))
+    pred = model.predict(data)
+    print(pred)
+    data1['Predicitons'] = pred
+    Pass = data1.loc[data1.Predicitons==0].drop(['Predicitons'], axis=1)
+    Pass['Result'] = 'Pass'
+    Fail = data1.loc[data1.Predicitons==1].drop(['Predicitons'], axis=1)
+    Fail['Result'] = 'Fail'
+    With = data1.loc[data1.Predicitons==2]
+    Disc = data1.loc[data1.Predicitons==3]
+    
+    print(Pass)
+    return render_template('index.html',tables=[Pass.to_html(classes='Pass'), Fail.to_html(classes='Fail')],titles = ['na'], P=len(Pass), F=len(Fail),
+    T=len(data1),W=len(With),D=len(Disc),G =len(Disc) + len(Pass),  logName=Log)
+    
+
+from sklearn.preprocessing import StandardScaler
+
+def LoadPastDataset(log):
+    data  = pd.read_csv(r'{0}'.format(log),sep=",",usecols=(0,1,2,3))
+    X = data.iloc[:,0:4].values
+    scaler = StandardScaler()
+    X_train = scaler.fit_transform(X)
+    return X_train
+
+
+
+if __name__ == '__main__':
+    app.run(debug=True)
\ No newline at end of file

Performance Prediction/requirements.txt

+absl-py==0.9.0
+appdirs==1.4.4
+astor==0.8.1
+attrs==19.3.0
+backcall==0.1.0
+bleach==3.1.5
+blis==0.4.1
+boto==2.49.0
+boto3==1.14.56
+botocore==1.17.56
+cachetools==4.1.0
+catalogue==1.0.0
+certifi==2020.4.5.1
+cffi==1.14.2
+chardet==3.0.4
+click==7.1.2
+colorama==0.4.3
+cryptography==3.1
+cycler==0.10.0
+cymem==2.0.3
+Cython==0.29.14
+decorator==4.4.2
+defusedxml==0.6.0
+deployml==0.0.1
+distlib==0.3.1
+docutils==0.15.2
+en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-2.2.0/en_core_web_sm-2.2.0.tar.gz
+entrypoints==0.3
+filelock==3.0.12
+files==1.1.1
+firebase==3.0.1
+Flask==1.1.2
+flask-paginate==0.7.0
+gast==0.2.2
+gcloud==0.18.3
+gensim==3.8.3
+google-auth==1.4.2
+google-auth-oauthlib==0.4.1
+google-pasta==0.2.0
+googleapis-common-protos==1.52.0
+grpcio==1.28.1
+h5py==2.10.0
+httplib2==0.18.1
+idna==2.9
+imbalanced-learn==0.6.2
+imblearn==0.0
+importlib-metadata==1.6.0
+importlib-resources==3.0.0
+ipykernel==5.2.1
+ipython==7.14.0
+ipython-genutils==0.2.0
+ipywidgets==7.5.1
+itsdangerous==1.1.0
+jedi==0.17.0
+Jinja2==2.11.2
+jmespath==0.10.0
+joblib==0.14.1
+jsonschema==3.2.0
+jupyter==1.0.0
+jupyter-client==6.1.3
+jupyter-console==6.1.0
+jupyter-core==4.6.3
+jwcrypto==0.8
+Keras==2.3.1
+Keras-Applications==1.0.8
+Keras-Preprocessing==1.1.0
+kiwisolver==1.2.0
+Markdown==3.2.1
+MarkupSafe==1.1.1
+matplotlib==3.2.1
+mistune==0.8.4
+murmurhash==1.0.2
+Naked==0.1.31
+nbconvert==5.6.1
+nbformat==5.0.6
+nltk==3.5
+notebook==6.0.3
+numpy==1.18.3
+oauth2client==4.1.3
+oauthlib==3.1.0
+opt-einsum==3.2.1
+packaging==20.3
+pandas==0.24.2
+pandocfilters==1.4.2
+parso==0.7.0
+patsy==0.5.1
+pickleshare==0.7.5
+plac==1.1.3
+preshed==3.0.2
+prometheus-client==0.7.1
+prompt-toolkit==3.0.5
+protobuf==3.11.3
+pyasn1==0.4.8
+pyasn1-modules==0.2.8
+pycparser==2.20
+pycryptodome==3.9.8
+Pygments==2.6.1
+pyparsing==2.4.7
+PyPDF2==1.26.0
+pyrsistent==0.16.0
+python-dateutil==2.8.1
+python-jwt==3.3.0
+pytz==2020.1
+pywin32==227
+pywinpty==0.5.7
+PyYAML==5.3.1
+pyzmq==19.0.0
+qtconsole==4.7.3
+QtPy==1.9.0
+regex==2020.7.14
+requests==2.23.0
+requests-oauthlib==1.3.0
+requests-toolbelt==0.9.1
+rsa==4.0
+s3transfer==0.3.3
+scikit-learn==0.22.2.post1
+scipy==1.4.1
+Send2Trash==1.5.0
+shellescape==3.8.1
+six==1.12.0
+sklearn==0.0
+smart-open==2.1.1
+spacy==2.3.2
+srsly==1.0.2
+sseclient==0.0.26
+statsmodels==0.11.1
+tensorboard==2.0.2
+tensorflow==2.0.1
+tensorflow-estimator==2.0.1
+termcolor==1.1.0
+terminado==0.8.3
+testpath==0.4.4
+thinc==7.4.1
+tornado==6.0.4
+tqdm==4.48.2
+traitlets==4.3.3
+urllib3==1.25.9
+virtualenv==20.0.31
+wasabi==0.8.0
+wcwidth==0.1.9
+webencodings==0.5.1
+Werkzeug==1.0.1
+widgetsnbextension==3.5.1
+wrapt==1.12.1
+zipp==3.1.0

Performance Prediction/static/assets/plugins/bootstrap/css/bootstrap-reboot.css

+/*! normalize.css v5.0.0 | MIT License | github.com/necolas/normalize.css */
+html {
+  font-family: sans-serif;
+  line-height: 1.15;
+  -ms-text-size-adjust: 100%;
+  -webkit-text-size-adjust: 100%;
+}
+
+body {
+  margin: 0;
+}
+
+article,
+aside,
+footer,
+header,
+nav,
+section {
+  display: block;
+}
+
+h1 {
+  font-size: 2em;
+  margin: 0.67em 0;
+}
+
+figcaption,
+figure,
+main {
+  display: block;
+}
+
+figure {
+  margin: 1em 40px;
+}
+
+hr {
+  -webkit-box-sizing: content-box;
+          box-sizing: content-box;
+  height: 0;
+  overflow: visible;
+}
+
+pre {
+  font-family: monospace, monospace;
+  font-size: 1em;
+}
+
+a {
+  background-color: transparent;
+  -webkit-text-decoration-skip: objects;
+}
+
+a:active,
+a:hover {
+  outline-width: 0;
+}
+
+abbr[title] {
+  border-bottom: none;
+  text-decoration: underline;
+  text-decoration: underline dotted;
+}
+
+b,
+strong {
+  font-weight: inherit;
+}
+
+b,
+strong {
+  font-weight: bolder;
+}
+
+code,
+kbd,
+samp {
+  font-family: monospace, monospace;
+  font-size: 1em;
+}
+
+dfn {
+  font-style: italic;
+}
+
+mark {
+  background-color: #ff0;
+  color: #000;
+}
+
+small {
+  font-size: 80%;
+}
+
+sub,
+sup {
+  font-size: 75%;
+  line-height: 0;
+  position: relative;
+  vertical-align: baseline;
+}
+
+sub {
+  bottom: -0.25em;
+}
+
+sup {
+  top: -0.5em;
+}
+
+audio,
+video {
+  display: inline-block;
+}
+
+audio:not([controls]) {
+  display: none;
+  height: 0;
+}
+
+img {
+  border-style: none;
+}
+
+svg:not(:root) {
+  overflow: hidden;
+}
+
+button,
+input,
+optgroup,
+select,
+textarea {
+  font-family: sans-serif;
+  font-size: 100%;
+  line-height: 1.15;
+  margin: 0;
+}
+
+button,
+input {
+  overflow: visible;
+}
+
+button,
+select {
+  text-transform: none;
+}
+
+button,
+html [type="button"],
+[type="reset"],
+[type="submit"] {
+  -webkit-appearance: button;
+}
+
+button::-moz-focus-inner,
+[type="button"]::-moz-focus-inner,
+[type="reset"]::-moz-focus-inner,