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
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
37439
Version:v2.0.0rc1
License: Permissive (BSD-3-Clause)
numpyby numpy
The fundamental package for scientific computing with Python.
numpyby numpy
Python
23036
Version:v1.24.2
License: Permissive (BSD-3-Clause)
matplotlibby matplotlib
matplotlib: plotting with Python
matplotlibby matplotlib
Python
17111
Version:v3.7.1
License: No License
Computer vision
Open Source Computer Vision Library
tensorflowby tensorflow
An Open Source Machine Learning Framework for Everyone
tensorflowby tensorflow
C++
172599
Version:v2.12.0
License: Permissive (Apache-2.0)
python-patternsby faif
A collection of design patterns/idioms in Python
python-patternsby faif
Python
36941
Version:Current
License: No License
scikit-imageby scikit-image
Image processing in Python
scikit-imageby scikit-image
Python
5321
Version:v0.20.0
License: Others (Non-SPDX)
scikit-learnby scikit-learn
scikit-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
A collection of Machine Learning algorithms written from sctrach.
ML-Starter-Packby aribis369
Jupyter Notebook
73
Version:Current
License: No License
dlibby davisking
A 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
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorchby pytorch
C++
64612
Version:v2.0.0
License: Others (Non-SPDX)
Theanoby Theano
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
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
Natural language tool-kit for Indian Language Processing
iscnlpby iscnlp
Python
6
Version:Current
License: Strong Copyleft (GPL-3.0)
CoreNLPby stanfordnlp
Stanford 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
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
Apache Spark - A unified analytics engine for large-scale data processing
sparkby apache
Scala
35349
Version:Current
License: Permissive (Apache-2.0)