July 13, 2021 Analysis

NNR and global probabilities estimation and analysis in peptides or protein fragments

nnr_probabilities_analysis NNR and global probabilities estimation and analysis in peptides or protein fragmentsThis module calculates global and NNR dependent probabilites in each peptide residue. First, workflow.sh bash script creates a workspace where results folder and dihedral angles .dat file are generated. After that, Python module obtains bidimensional arrays and probabilities about conformation population and structure combination independt and NNR dependent methods. Specifically, independent_arrays.py and conditional_arrays.py generate the 2d arrays where dihedral angles value in each point is contained. Later, this […]

July 13, 2021 Music

An easy to use Spotify like app to manage and listen to your favorites musics

DeepMusic DeepMusic is an easy to use Spotify like app to manage and listen to your favorites musics. Technically, this project is an Android Client and its entire RPC / MOM backend. After being recorded, the input sequence is transcribed by the Android SpeechToText API provided natively on Android. Then, the transcription is provided to an homemade named entity recognition system which is done with Flair to identify semantic entities such like: Artist(s), Music Name, Order, … In response of […]

July 13, 2021 Simulation

Simulate genealogical trees and genomic sequence data using population genetic models

msprime msprime is a population genetics simulator based on tskit. Msprime can simulate random ancestral histories for a sample of individuals (consistent with a given demographic model) under a range of different models and evolutionary processes. Msprime can also simulate mutations on a given ancestral history (which can be produced by msprime or other programs supporting tskit) under a variety of genome sequence evolution models. Please see the documentation for more details, including installation instructions. Research notice Please note that […]

July 13, 2021 Bot

A bot for easy execution and surveillance of crypto trading plans on multiple exchanges

EazeBot Free python/telegram bot for easy execution and surveillance of crypto trading plans on multiple exchanges. Have you ever traded cryptocurrencies and lost overview of your planned buys/sells? Have you encountered the experience that your buy order was executed while you slept, and before you could place any stop-loss, the price rushed so deep that you made huge loss? Have you ever complained about that there is no exchange where you can set for one and the same coin a […]

July 13, 2021 Tool

Tools to easily create permissioned CRUD endpoints in graphene

graphene-django-plus Tools to easily create permissioned CRUD endpoints in graphene-django. Install pip install graphene-django-plus To make use of everything this lib has to offer, it is recommended to installboth graphene-django-optimizerand django-guardian. pip install graphene-django-optimizer django-guardian What it does Provides some base types for Django Models to improve querying them with: Provides a set of complete and simple CRUD mutations with: Unauthenticated user handling Permission handling using the default django permission system Object permission handling using django guardian Automatic input generation […]

July 13, 2021 Python

The Square Root Function in Python

Are you trying to solve a quadratic equation? Maybe you need to calculate the length of one side of a right triangle. You can use the math module’s sqrt() method for determining the square root of a number. This course covers the use of math.sqrt() as well as related methods. In this course, you’ll learn: About square roots and related mathematical operations How to use the Python square root function, sqrt() Where sqrt() can be useful in real-world examples […]

July 13, 2021 Advanced, Algorithm, NLP, Project, Python, Text

How to Perform Basic Text Analysis without Training Dataset

This article was published as a part of the Data Science Blogathon Overview This article will give you a basic understanding of how text analysis works. Learn the various steps of the NLP pipeline Derivation of the overall sentiment of the text. Dashboard depicting the general statistics and sentiment analysis of the text. Abstract In this modern digital era, a large amount of information is generated per second. Most of the data humans generate through WhatsApp messages, tweets, blogs, news articles, […]

July 13, 2021 Advanced, NLP, Project, Python, Text, Unstructured Data, Use Cases

Learn to Develop Simple Chatbots using Python and Deep Learning!

This article was published as a part of the Data Science Blogathon Introduction A Chatbot is an application(software) that is used to manage an online chat conversation through text or text to speech format. Most of the chatbots are accessed online through various websites or assistances(virtual) with a popup. Examples:- E-commerce websites, health, news, etc. Image source: https://www.syncfusion.com/blogs/wp-content/uploads/2020/01/tile.jpg Agenda of this article: 1) Data and Libraries 2) Initialize Training of Chatbot 3) Build the Deep Learning Model 4) Build GUI of […]

July 13, 2021 Advanced, NLP, Project, Python, Technique, Unstructured Data

Part 9: Step by Step Guide to Master NLP – Semantic Analysis

This article was published as a part of the Data Science Blogathon Introduction This article is part of an ongoing blog series on Natural Language Processing (NLP). In the previous article, we discussed some important tasks of NLP. I hope after reading that article you can understand the power of NLP in Artificial Intelligence. So, in this part of this series, we will start our discussion on Semantic analysis, which is a level of the NLP tasks, and see all the […]

July 13, 2021 Advanced, NLP, Python, Text

Part 15: Step by Step Guide to Master NLP – Topic Modelling using NMF

This article was published as a part of the Data Science Blogathon Introduction This article is part of an ongoing blog series on Natural Language Processing (NLP). In the previous article, we discussed all the basic concepts related to Topic modelling. Now, from this article, we will start our journey towards learning the different techniques to implement Topic modelling. In this article, we will be discussing a very basic technique of topic modelling named Non-negative Matrix Factorization (NMF). So, In this […]

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