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Expand file tree Collapse file tree Original file line number Diff line number Diff line change @@ -7,4 +7,6 @@ dash-translate
77dash-image-enhancing
88dash-mapd-demo
99dash-datashader
10- vtk-dicom
10+ vtk-dicom
11+ dash-fashion-mnist-explorer
12+ dash-object-detection
Original file line number Diff line number Diff line change 11# Peaky-Finders
22
3+ [ * Original published here* ] ( https://github.com/kbaranko/peaky-finders )
4+
35Peaky Finders is a Plotly Dash application with helpful peak load visualizations and a day ahead forecasting model for five different ISOs. It does not demonstrate cutting-edge peak load forecasting methods -- there are a handful of high tech companies and millions of dollars spent trying to solve this problem -- but rather illustrate core concepts and explore how well a model can do with just historical load and temperature data.
46
5- The application has been deployed on Heroku : https://peaky-finders.herokuapp.com/
7+ The application has been deployed on Gallery : https://dash-gallery.plotly.host/dash-peaky-finders
68
79## Tech Stack
810
Original file line number Diff line number Diff line change 1+ {
2+ "scripts" : {
3+ "dokku" : {
4+ "predeploy" : " bash install.sh"
5+ }
6+ }
7+ }
Original file line number Diff line number Diff line change 1+ pip install pip==20.*
2+ pip install -r requirements-predeploy.txt # Now, we can install them
3+ python predeploy.py
Original file line number Diff line number Diff line change 1+ amqp==5.0.2
2+ appnope==0.1.2
3+ argon2-cffi==20.1.0
4+ async-generator==1.10
5+ attrs==20.3.0
6+ backcall==0.2.0
7+ beautifulsoup4
8+ billiard==3.6.3.0
9+ bleach==3.2.1
10+ Brotli==1.0.9
11+ celery==5.0.5
12+ certifi==2020.12.5
13+ cffi==1.14.4
14+ chardet==4.0.0
15+ click==7.1.2
16+ click-didyoumean==0.0.3
17+ click-plugins==1.1.1
18+ click-repl==0.1.6
19+ cligj==0.7.1
20+ convertdate==2.2.0
21+ cycler==0.10.0
22+ dash==1.19.0
23+ dash-bootstrap-components==0.11.1
24+ dash-core-components==1.15.0
25+ dash-html-components==1.1.2
26+ dash-renderer==1.9.0
27+ dash-table==4.11.2
28+ decorator==4.4.2
29+ defusedxml==0.6.0
30+ descartes==1.1.0
31+ entrypoints==0.3
32+ Fiona==1.8.18
33+ Flask==1.1.2
34+ Flask-Compress==1.8.0
35+ future==0.18.2
36+ geopandas==0.8.2
37+ gunicorn==20.0.4
38+ holidays==0.10.4
39+ html5lib==1.1
40+ idna==2.10
41+ importlib-metadata==3.3.0
42+ importlib-resources==5.1.0
43+ ipykernel==5.4.2
44+ ipython==7.19.0
45+ ipython-genutils==0.2.0
46+ ipywidgets==7.6.3
47+ itsdangerous==1.1.0
48+ jedi==0.18.0
49+ Jinja2==2.11.2
50+ joblib==1.0.0
51+ jsonschema==3.2.0
52+ jupyter==1.0.0
53+ jupyter-client==6.1.11
54+ jupyter-console==6.2.0
55+ jupyter-core==4.7.0
56+ jupyterlab-pygments==0.1.2
57+ jupyterlab-widgets==1.0.0
58+ kiwisolver==1.3.1
59+ kombu==5.0.2
60+ korean-lunar-calendar==0.2.1
61+ lxml==3.*
62+ MarkupSafe==1.1.1
63+ matplotlib==3.3.4
64+ mistune==0.8.4
65+ mock==4.0.3
66+ munch==2.5.0
67+ nbclient==0.5.1
68+ nbconvert==6.0.7
69+ nbformat==5.0.8
70+ nest-asyncio==1.4.3
71+ notebook==6.1.6
72+ numpy==1.19.5
73+ packaging==20.8
74+ pandas==1.2.1
75+ pandocfilters==1.4.3
76+ parso==0.8.1
77+ pexpect==4.8.0
78+ pickleshare==0.7.5
79+ Pillow==8.1.0
80+ plotly==4.14.3
81+ prometheus-client==0.9.0
82+ prompt-toolkit==3.0.9
83+ ptyprocess==0.7.0
84+ pycparser==2.20
85+ Pygments==2.7.3
86+ pyiso==0.4.0
87+ PyMeeus==0.3.7
88+ pyparsing==2.4.7
89+ pyproj==3.*
90+ pyrsistent==0.17.3
91+ python-dateutil==2.8.1
92+ pytz==2019.3
93+ pyzmq==20.0.0
94+ qtconsole==5.0.1
95+ QtPy==1.9.0
96+ requests==2.25.1
97+ retrying==1.3.3
98+ scikit-learn==0.24.0
99+ scipy==1.6.0
100+ Send2Trash==1.5.0
101+ Shapely==1.7.1
102+ six==1.15.0
103+ sklearn==0.0
104+ soupsieve==2.1
105+ terminado==0.9.2
106+ testpath==0.4.4
107+ threadpoolctl==2.1.0
108+ timezonefinderL==4.0.2
109+ tornado==6.1
110+ traitlets==5.0.5
111+ typing-extensions==3.7.4.3
112+ urllib3==1.26.2
113+ vine==5.0.0
114+ wcwidth==0.2.5
115+ webencodings==0.5.1
116+ Werkzeug==1.0.1
117+ widgetsnbextension==3.5.1
118+ xgboost==1.3.1
119+ xlrd==2.0.1
120+ zipp==3.4.0
Original file line number Diff line number Diff line change 1- amqp == 5.0.2
2- appnope == 0.1.2
3- argon2-cffi == 20.1.0
4- async-generator == 1.10
5- attrs == 20.3.0
6- backcall == 0.2.0
7- beautifulsoup4 == 4.9.3
8- billiard == 3.6.3.0
9- bleach == 3.2.1
10- Brotli == 1.0.9
11- celery == 5.0.5
12- certifi == 2020.12.5
13- cffi == 1.14.4
14- chardet == 4.0.0
15- click == 7.1.2
16- click-didyoumean == 0.0.3
17- click-plugins == 1.1.1
18- click-repl == 0.1.6
19- cligj == 0.7.1
20- convertdate == 2.2.0
21- cycler == 0.10.0
22- dash == 1.19.0
23- dash-bootstrap-components == 0.11.1
24- dash-core-components == 1.15.0
25- dash-html-components == 1.1.2
26- dash-renderer == 1.9.0
27- dash-table == 4.11.2
28- decorator == 4.4.2
29- defusedxml == 0.6.0
30- descartes == 1.1.0
31- entrypoints == 0.3
32- Fiona == 1.8.18
33- Flask == 1.1.2
34- Flask-Compress == 1.8.0
35- future == 0.18.2
36- geopandas == 0.8.2
37- gunicorn == 20.0.4
38- holidays == 0.10.4
39- html5lib == 1.1
40- idna == 2.10
41- importlib-metadata == 3.3.0
42- importlib-resources == 5.1.0
43- ipykernel == 5.4.2
44- ipython == 7.19.0
45- ipython-genutils == 0.2.0
46- ipywidgets == 7.6.3
47- itsdangerous == 1.1.0
48- jedi == 0.18.0
49- Jinja2 == 2.11.2
50- joblib == 1.0.0
51- jsonschema == 3.2.0
52- jupyter == 1.0.0
53- jupyter-client == 6.1.11
54- jupyter-console == 6.2.0
55- jupyter-core == 4.7.0
56- jupyterlab-pygments == 0.1.2
57- jupyterlab-widgets == 1.0.0
58- kiwisolver == 1.3.1
59- kombu == 5.0.2
60- korean-lunar-calendar == 0.2.1
61- lxml == 4.6.2
62- MarkupSafe == 1.1.1
63- matplotlib == 3.3.4
64- mistune == 0.8.4
65- mock == 4.0.3
66- munch == 2.5.0
67- nbclient == 0.5.1
68- nbconvert == 6.0.7
69- nbformat == 5.0.8
70- nest-asyncio == 1.4.3
71- notebook == 6.1.6
72- numpy == 1.19.5
73- packaging == 20.8
74- pandas == 1.2.1
75- pandocfilters == 1.4.3
76- parso == 0.8.1
77- pexpect == 4.8.0
78- pickleshare == 0.7.5
79- Pillow == 8.1.0
80- plotly == 4.14.3
81- prometheus-client == 0.9.0
82- prompt-toolkit == 3.0.9
83- ptyprocess == 0.7.0
84- pycparser == 2.20
85- Pygments == 2.7.3
86- pyiso == 0.4.0
87- PyMeeus == 0.3.7
88- pyparsing == 2.4.7
89- pyproj == 3.0.0.post1
90- pyrsistent == 0.17.3
91- python-dateutil == 2.8.1
92- pytz == 2019.3
93- pyzmq == 20.0.0
94- qtconsole == 5.0.1
95- QtPy == 1.9.0
96- requests == 2.25.1
97- retrying == 1.3.3
98- scikit-learn == 0.24.0
99- scipy == 1.6.0
100- Send2Trash == 1.5.0
101- Shapely == 1.7.1
102- six == 1.15.0
103- sklearn == 0.0
104- soupsieve == 2.1
105- terminado == 0.9.2
106- testpath == 0.4.4
107- threadpoolctl == 2.1.0
108- timezonefinderL == 4.0.2
109- tornado == 6.1
110- traitlets == 5.0.5
111- typing-extensions == 3.7.4.3
112- urllib3 == 1.26.2
113- vine == 5.0.0
114- wcwidth == 0.2.5
115- webencodings == 0.5.1
116- Werkzeug == 1.0.1
117- widgetsnbextension == 3.5.1
118- xgboost == 1.3.1
119- xlrd == 2.0.1
120- zipp == 3.4.0
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