July 27, 2021 Configuration

A python module for configuration of block devices

blivet Blivet is a python module for system storage configuration. Installation From Fedora repositories Blivet is available in Fedora repositories. You can install it using # dnf install python3-blivet Daily builds (for Fedora) Daily builds of Blivet are available in @storage/blivet-daily Copr repository.You can enable it using # dnf copr enable @storage/blivet-daily Daily builds of libblockdev and libbytesize are also in this repo. OBS repository (for Ubuntu and Debian) Packages for Debian (testing and unstable) and Ubuntu (19.04 and newer) […]

July 27, 2021 Timezones

A package that gives developers easy access to RedisTimeSeries module

redistimeseries-py redistimeseries-py is a package that gives developers easy access to RedisTimeSeries module. The package extends redis-py’s interface with RedisTimeSeries’s API. Installation $ pip install redistimeseries Development Create a virtualenv to manage your python dependencies, and ensure it’s active. virtualenv -v venv Install pypoetry to manage your dependencies. pip install poetry Install dependencies. poetry install tox runs all tests as its default target. Running tox by itself will run unit tests. Ensure you have a running redis, with the module […]

July 27, 2021 Command-line Tools

Command-line interface to PyPI Stats API to get download stats for Python packages

pypistats Python 3.6+ interface to PyPI Stats API to get aggregate download statistics on Python packages on the Python Package Index without having to execute queries directly against Google BigQuery. Data is available for the last 180 days. (For longer time periods, pypinfo can help, you’ll need an API key and get free quota.) Installation From PyPI pip install –upgrade pypistats From source git clone https://github.com/hugovk/pypistats cd pypistats pip install . Example command-line use Run pypistats with a subcommand (corresponding […]

July 27, 2021 Data Scientists

A Python Package for Stochastic Nonparametric Envelopment of Data

pyStoNED pyStoNED is a Python package that provides functions for estimating Convex Nonparametric Least Square (CNLS), Stochastic Nonparametric Envelopment of Data (StoNED), and other various StoNED-related variants such as Convex Quantile Regression (CQR), Convex Expectile Regression (CER), and Isotonic CNLS (ICNLS). It also provides efficiency measurement using Data Envelopement Analysis (DEA) and Free Disposal Hull (FDH). The pyStoNED package allows the user to estimate the CNLS/StoNED frontiers in an open-access environment and is built based on the Pyomo. The pyStoNED […]

July 27, 2021 API

A simple model based API maker written in Python

Fast DRF Fast DRF is a small library for making API faster with Django and Django REST Framework. It’s easy and configurable. Features Runtime API creation without writing View, Serializer, Url, etc API versioning by default. Control fields on each versions An enhanced filtering support align with Django query filter. Customizable API URL and API Prefix. Options for Overriding Viewset, Serializer, Queryset Query optimization enabled for API with Django’s prefetch_related and select_related 8 Full control over project during making automated […]

July 27, 2021 Color

Colour checker detection with Python

Colour – Checker Detection A Python package implementing various colour checker detection algorithms and related utilities. It is open source and freely available under the New BSD License terms. 1 Features The following colour checker detection algorithms are implemented: 2 Installation Because of their size, the resources dependencies needed to run the various examples and unit tests are not provided within the Pypi package. They are separately available as Git Submodules when cloning the repository. 2.1 Primary Dependencies Colour – […]

July 27, 2021 Maps

Manage your XYZ Hub or HERE Data Hub spaces from Python

XYZ Spaces for Python Manage your XYZ Hub or HERE Data Hub spaces from Python. Motivation XYZ is an Open Source, real-time, cloud database system providing access to large geospatial data at scale. An XYZ “Hub” manages “spaces” that contain “features” (geodata “records”) with tags and properties, with spaces and features having unique IDs. A RESTful API exists to provide low-level access to interact with a XYZ Hub. This Python package allows to interact with your XYZ spaces and features […]

July 27, 2021 Natural Language Processing

Binary LSTM model for text classification

Text Classification The purpose of this repository is to create a neural network model of NLP with deep learning for binary classification of texts related to the Ministry of Emergency Situations. Components of the model The block contains the structure of the project, as well as a brief excerpt from the files, a more detailed description is located inside each module. model_predict.py – The module is designed to predict the topic of the text, whether the text belongs to the […]

July 27, 2021 Python

The Pandas DataFrame: Working With Data Efficiently

The Pandas DataFrame is a structure that contains two-dimensional data and its corresponding labels. DataFrames are widely used in data science, machine learning, scientific computing, and many other data-intensive fields. DataFrames are similar to SQL tables or the spreadsheets that you work with in Excel or Calc. In many cases, DataFrames are faster, easier to use, and more powerful than tables or spreadsheets because they’re an integral part of the Python and NumPy ecosystems. In this course, you’ll learn: What […]

July 27, 2021 Advanced, NLP, Project, Python, Supervised, Text, Unstructured Data

Getting Started with Natural Language Processing using Python

This article was published as a part of the Data Science Blogathon Why NLP? Natural Language Processing has always been a key tenet of Artificial Intelligence (AI). With the increase in the adoption of AI, systems to automate sophisticated tasks are being built. Some of these examples are described below. Diagnosing rare form of cancer – At the University of Tokyo’s Institute of Medical Science, doctors used artificial intelligence to successfully diagnose a rare type of leukemia. The doctors used an AI […]

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