Team - LxNK (Social AI)
by lxnkaiin 
Updated: Jan 28, 2022
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
37439 Version:v2.0.0rc1Flexible 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 37439 Version:v2.0.0rc1 License: Permissive (BSD-3-Clause)
numpyby numpy
23036 Version:v1.24.2The fundamental package for scientific computing with Python.
numpyby numpy
Python 23036 Version:v1.24.2 License: Permissive (BSD-3-Clause)
matplotlibby matplotlib
17111 Version:v3.7.1
License: No License (null)matplotlib: plotting with Python
matplotlibby matplotlib
Python 17111 Version:v3.7.1 License: No License
Computer vision
Open Source Computer Vision Library
tensorflowby tensorflow
172599 Version:v2.12.0An Open Source Machine Learning Framework for Everyone
tensorflowby tensorflow
C++ 172599 Version:v2.12.0 License: Permissive (Apache-2.0)
python-patternsby faif
36941 Version:Current License: No License (null)A collection of design patterns/idioms in Python
python-patternsby faif
Python 36941 Version:Current License: No License
scikit-imageby scikit-image
5321 Version:v0.20.0Image processing in Python
scikit-imageby scikit-image
Python 5321 Version:v0.20.0 License: Others (Non-SPDX)
scikit-learnby scikit-learn
53572 Version:1.2.2scikit-learn: machine learning in Python
scikit-learnby scikit-learn
Python 53572 Version:1.2.2 License: Permissive (BSD-3-Clause)
Machine learning
Dynamic neural networks in Python with strong GPU acceleration
ML-Starter-Packby aribis369
73 Version:Current License: No License (null)A collection of Machine Learning algorithms written from sctrach.
ML-Starter-Packby aribis369
Jupyter Notebook 73 Version:Current License: No License
dlibby davisking
11846 Version:v19.24A toolkit for making real world machine learning and data analysis applications in C++
dlibby davisking
C++ 11846 Version:v19.24 License: Permissive (BSL-1.0)
pytorchby pytorch
64612 Version:v2.0.0Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorchby pytorch
C++ 64612 Version:v2.0.0 License: Others (Non-SPDX)
Theanoby Theano
9691 Version:CurrentTheano 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
Theanoby Theano
Python 9691 Version:Current License: Others (Non-SPDX)
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
6 Version:CurrentNatural language tool-kit for Indian Language Processing
iscnlpby iscnlp
Python 6 Version:Current License: Strong Copyleft (GPL-3.0)
CoreNLPby stanfordnlp
8907 Version:v4.5.4Stanford CoreNLP: A Java suite of core NLP tools.
CoreNLPby stanfordnlp
Java 8907 Version:v4.5.4 License: Strong Copyleft (GPL-3.0)
SVG Text Blob Animationby claudiopome
0 Version:Current License: No License (null)SVG Text Blob Animationby claudiopome
HTML 0 Version:Current License: No License
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
35349 Version:CurrentApache Spark - A unified analytics engine for large-scale data processing
sparkby apache
Scala 35349 Version:Current License: Permissive (Apache-2.0)