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Team - LxNK (Social AI)

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by lxnkaiin dot icon Updated: Jan 28, 2022

Solution Kit Solution Kit  

We will create multi Platform and Multi functional APIs like algorithm selection, training and tuning, Head to Head model Competition, Preprocessing Of Data, Regression, text simplification, Spam filter, Speech Recognition, Sentimental Analysis, Text Summarization, Question Answering, Image processing, Video processing, Object detection and tracking, emotion analysis, character recognition. We will create an AI and ML based software for school and college students. which will analysis the activities and interest of students and give them a career guide to make them feel stress free about their career. This AI based software can solve on trend real world problems to make our lives much easier. Introduction Video: https://www.youtube.com/watch?v=N7SoXms3kkM

Exploratory Data Analysis

For extensive analysis and exploration of data, and to deal with arrays, these libraries are used. They are also used for performing scientific computation and data manipulation. For building Virtual Agent, we use pandas to load, view and analyse data from csv file; and we use numpy to find out the indices of maximum values of an array.

pandasby pandas-dev

Python doticonstar image 37439 doticonVersion:v2.0.0rc1doticon
License: Permissive (BSD-3-Clause)

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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            pandasby pandas-dev

            Python doticon star image 37439 doticonVersion:v2.0.0rc1doticon License: Permissive (BSD-3-Clause)

            Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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                      numpyby numpy

                      Python doticonstar image 23036 doticonVersion:v1.24.2doticon
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                      The fundamental package for scientific computing with Python.

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                                numpyby numpy

                                Python doticon star image 23036 doticonVersion:v1.24.2doticon License: Permissive (BSD-3-Clause)

                                The fundamental package for scientific computing with Python.
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                                          matplotlibby matplotlib

                                          Python doticonstar image 17111 doticonVersion:v3.7.1doticon
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                                          matplotlib: plotting with Python

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                                                    matplotlibby matplotlib

                                                    Python doticon star image 17111 doticonVersion:v3.7.1doticonno licences License: No License

                                                    matplotlib: plotting with Python
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                                                              Computer vision

                                                              Open Source Computer Vision Library

                                                              opencvby opencv

                                                              C++ doticonstar image 67632 doticonVersion:4.7.0doticon
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                                                              Open Source Computer Vision Library

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                                                                        opencvby opencv

                                                                        C++ doticon star image 67632 doticonVersion:4.7.0doticon License: Permissive (Apache-2.0)

                                                                        Open Source Computer Vision Library
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                                                                                  tensorflowby tensorflow

                                                                                  C++ doticonstar image 172599 doticonVersion:v2.12.0doticon
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                                                                                  An Open Source Machine Learning Framework for Everyone

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                                                                                            tensorflowby tensorflow

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                                                                                            An Open Source Machine Learning Framework for Everyone
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                                                                                                      Python doticonstar image 36941 doticonVersion:Currentdoticon
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                                                                                                      A collection of design patterns/idioms in Python

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                                                                                                                python-patternsby faif

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                                                                                                                A collection of design patterns/idioms in Python
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                                                                                                                          scikit-imageby scikit-image

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                                                                                                                          Image processing in Python

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                                                                                                                                    scikit-imageby scikit-image

                                                                                                                                    Python doticon star image 5321 doticonVersion:v0.20.0doticon License: Others (Non-SPDX)

                                                                                                                                    Image processing in Python
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                                                                                                                                              scikit-learnby scikit-learn

                                                                                                                                              Python doticonstar image 53572 doticonVersion:1.2.2doticon
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                                                                                                                                              scikit-learn: machine learning in Python

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                                                                                                                                                        scikit-learnby scikit-learn

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                                                                                                                                                        scikit-learn: machine learning in Python
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                                                                                                                                                                  Machine learning

                                                                                                                                                                  Dynamic neural networks in Python with strong GPU acceleration

                                                                                                                                                                  ML-Starter-Packby aribis369

                                                                                                                                                                  Jupyter Notebook doticonstar image 73 doticonVersion:Currentdoticon
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                                                                                                                                                                  A collection of Machine Learning algorithms written from sctrach.

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                                                                                                                                                                            ML-Starter-Packby aribis369

                                                                                                                                                                            Jupyter Notebook doticon star image 73 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                                                                            A collection of Machine Learning algorithms written from sctrach.
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                                                                                                                                                                                      dlibby davisking

                                                                                                                                                                                      C++ doticonstar image 11846 doticonVersion:v19.24doticon
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                                                                                                                                                                                      A toolkit for making real world machine learning and data analysis applications in C++

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                                                                                                                                                                                                dlibby davisking

                                                                                                                                                                                                C++ doticon star image 11846 doticonVersion:v19.24doticon License: Permissive (BSL-1.0)

                                                                                                                                                                                                A toolkit for making real world machine learning and data analysis applications in C++
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                                                                                                                                                                                                          scipyby scipy

                                                                                                                                                                                                          Python doticonstar image 10995 doticonVersion:v1.10.1doticon
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                                                                                                                                                                                                          SciPy library main repository

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                                                                                                                                                                                                                    scipyby scipy

                                                                                                                                                                                                                    Python doticon star image 10995 doticonVersion:v1.10.1doticon License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                    SciPy library main repository
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                                                                                                                                                                                                                              pytorchby pytorch

                                                                                                                                                                                                                              C++ doticonstar image 64612 doticonVersion:v2.0.0doticon
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                                                                                                                                                                                                                              Tensors and Dynamic neural networks in Python with strong GPU acceleration

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                                                                                                                                                                                                                                        pytorchby pytorch

                                                                                                                                                                                                                                        C++ doticon star image 64612 doticonVersion:v2.0.0doticon License: Others (Non-SPDX)

                                                                                                                                                                                                                                        Tensors and Dynamic neural networks in Python with strong GPU acceleration
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                                                                                                                                                                                                                                                  Theanoby Theano

                                                                                                                                                                                                                                                  Python doticonstar image 9691 doticonVersion:Currentdoticon
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                                                                                                                                                                                                                                                  Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as aesara: www.github.com/pymc-devs/aesara

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                                                                                                                                                                                                                                                            Theanoby Theano

                                                                                                                                                                                                                                                            Python doticon star image 9691 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                                                                                                                                                                                                                                            Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as aesara: www.github.com/pymc-devs/aesara
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                                                                                                                                                                                                                                                                      Natural Language processing

                                                                                                                                                                                                                                                                      Natural language processing is a subfield of linguistics, computer science, and artificial intelligence concerned with the interactions between computers and human language, in particular how to program computers to process and analyze large amounts of natural language data.

                                                                                                                                                                                                                                                                      iscnlpby iscnlp

                                                                                                                                                                                                                                                                      Python doticonstar image 6 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                      License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                      Natural language tool-kit for Indian Language Processing

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                                                                                                                                                                                                                                                                                iscnlpby iscnlp

                                                                                                                                                                                                                                                                                Python doticon star image 6 doticonVersion:Currentdoticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                Natural language tool-kit for Indian Language Processing
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                                                                                                                                                                                                                                                                                          CoreNLPby stanfordnlp

                                                                                                                                                                                                                                                                                          Java doticonstar image 8907 doticonVersion:v4.5.4doticon
                                                                                                                                                                                                                                                                                          License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                          Stanford CoreNLP: A Java suite of core NLP tools.

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                                                                                                                                                                                                                                                                                                    CoreNLPby stanfordnlp

                                                                                                                                                                                                                                                                                                    Java doticon star image 8907 doticonVersion:v4.5.4doticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                    Stanford CoreNLP: A Java suite of core NLP tools.
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                                                                                                                                                                                                                                                                                                                        SVG Text Blob Animationby claudiopome

                                                                                                                                                                                                                                                                                                                        HTML doticon star image 0 doticonVersion:Currentdoticonno licences License: No License

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                                                                                                                                                                                                                                                                                                                                  unified analytics engine

                                                                                                                                                                                                                                                                                                                                  Spark uses the Hadoop core library to talk to HDFS and other Hadoop-supported storage systems. Because the protocols have changed in different versions of Hadoop, you must build Spark against the same version that your cluster runs. Please refer to the build documentation at "Specifying the Hadoop Version and Enabling YARN" for detailed guidance on building for a particular distribution of Hadoop, including building for particular Hive and Hive Thriftserver distributions

                                                                                                                                                                                                                                                                                                                                  sparkby apache

                                                                                                                                                                                                                                                                                                                                  Scala doticonstar image 35349 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                                                                  License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                  Apache Spark - A unified analytics engine for large-scale data processing

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                                                                                                                                                                                                                                                                                                                                            sparkby apache

                                                                                                                                                                                                                                                                                                                                            Scala doticon star image 35349 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                            Apache Spark - A unified analytics engine for large-scale data processing
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