Sarthak&Ashutosh Kit
by sarthakkiran Updated: Jan 8, 2022
Solution Kit
Welcome to our Sustainable Energy Management Hackathon kit. Check out our video Report!! https://drive.google.com/file/d/1me1sje1o5Lrm8SkKQpQy9Sx5j_2Itowi/view?usp=sharing
Exploratory Data Analysis in Python
These libraries are used for statistical, Univariate, descriptive, and exploratory analysis.
matplotlibby matplotlib
matplotlib: plotting with Python
matplotlibby matplotlib
Python
17497
Version:v3.7.1
License: No License
seabornby mwaskom
Statistical data visualization in Python
seabornby mwaskom
Python
10737
Version:v0.12.2
License: Permissive (BSD-3-Clause)
pandasby pandas-dev
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
pandasby pandas-dev
Python
38552
Version:v2.0.2
License: Permissive (BSD-3-Clause)
numpyby numpy
The fundamental package for scientific computing with Python.
numpyby numpy
Python
23663
Version:v1.25.0rc1
License: Permissive (BSD-3-Clause)
Machine Learning Libraries for Prescriptive Analysis
These libraries are used for developing the machine learning pipeline model .
scikit-learnby scikit-learn
scikit-learn: machine learning in Python
scikit-learnby scikit-learn
Python
54472
Version:1.2.2
License: Permissive (BSD-3-Clause)
pycaretby pycaret
An open-source, low-code machine learning library in Python
pycaretby pycaret
Jupyter Notebook
7346
Version:3.0.2
License: Permissive (MIT)
auto-sklearnby automl
Automated Machine Learning with scikit-learn
auto-sklearnby automl
Python
6971
Version:v0.15.0
License: Permissive (BSD-3-Clause)
Annotation & Labelling libraries
These are used for data visualization, data Labelling, data annotation.
tortusby SiphuLangeni
A PyPI package for easy text annotation in a Jupyter Notebook.
tortusby SiphuLangeni
Python
11
Version:v1.0.2
License: Strong Copyleft (GPL-3.0)
label-studioby heartexlabs
Label Studio is a multi-type data labeling and annotation tool with standardized output format
label-studioby heartexlabs
Python
13176
Version:1.7.3
License: Permissive (Apache-2.0)
labelboxby Labelbox
Labelbox is the fastest way to annotate data to build and ship computer vision applications.
labelboxby Labelbox
JavaScript
1718
Version:Current
License: Permissive (Apache-2.0)