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ict:software:chemsuite [2020/05/28 13:33] – external edit 127.0.0.1ict:software:chemsuite [2021/11/10 18:12] (current) hindiadmin
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 +---json
 +{
 +    "canonical":"ict:software:chemsuite",
 +    "title":"ChemSuite",
 +     "description":"A description for the search page result engine"
 +}
 +---
 +
 +
 ====== ChemSuite ====== ====== ChemSuite ======
 +{{:ict:software:pasted:ict:software:chemsuite-20211110-181232.png |}}
 +
 It is a multi-featured, powerful toolkit, having a collection of useful modules such as data refinement, descriptor calculator, data splitter, normalizer, feature selector, ML models development and validation, and analysis. It is a perfect one stop solution for industrial and academic research. It is a multi-featured, powerful toolkit, having a collection of useful modules such as data refinement, descriptor calculator, data splitter, normalizer, feature selector, ML models development and validation, and analysis. It is a perfect one stop solution for industrial and academic research.
 +<blockquote>
 +http://14.139.57.41/chemsuiteweb/ \\
 +<btn>[[http://14.139.57.41/chemsuiteweb/Downloads/Windows-setup.zip|Windows-setup]]</btn>  
 +<btn>[[http://14.139.57.41/chemsuiteweb/Downloads/Linux-setup.zip|Linux-setup]]</btn>  
 +<btn>[[http://14.139.57.41/chemsuiteweb/Downloads/Import_file-3.zip|Tutorial]]</btn>
 +</blockquote>
 +
 +**ChemSuite Features**\\
 +
 +**Descriptors Calculations**\\
 +Calculates 1D, 2D and 3D descriptors that encode chemical composition, topology, and 3D shape and functionality using RDKit, PyDPI and PaDEL.
 +
 +**Processing of Molecules**\\
 +Helps in processing user given data points using splitting, normalization and selection modules
 +
 +**Algorithms Implementations**\\
 +Contains several algorithms for training models. ML algorithms such as Random Forest, Support Vector Machine etc. are part of the tool.
 +
 +**Analysis of Results**\\
 +Allows the user to examine predicted results with interactive visualization . for each molecule.
 +
 +====== References: ======
 +  - Sujit R. Tangadpalliwar, Sachin Vishwakarma, Rakesh Nimbalkar, Prabha Garg (2019) ChemSuite: A package for Chemoinformatics calculations and Machine Learning. DOI: https://doi.org/10.1111/cbdd.13479
  
-http://14.139.57.41/chemsuiteweb/ 
ict/software/chemsuite.txt · Last modified: 2021/11/10 18:12 by hindiadmin

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