Month: July 2021

Python

Python Community Interview With Dustin Ingram

Today I’m joined by Dustin Ingram, a developer advocate at Google focused on supporting the Python community on Google Cloud. He is also a director of the Python Software Foundation (PSF) and a maintainer of PyPI. In this interview, we discuss how Google’s use of Python might differ from your own, what it takes to maintain PyPI, his goals as a PSF director, his love of PyCons, and more. Ricky: Thanks for joining me, Dustin. I’d like to start with […]

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Beginner, Classification, Machine Learning, NLP, Project, Python

Detecting Fake News with Natural Language Processing

This article was published as a part of the Data Science Blogathon 1. Introduction We consume news through several mediums throughout the day in our daily routine, but sometimes it becomes difficult to decide which one is fake and which one is authentic. Do you trust all the news you consume from online media? Every news that we consume is not real. If you listen to fake news it means you are collecting the wrong information from the world which can […]

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Machine Learning

A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography

CTSpine1K Note that for VerSe dataset partially visible vertebrae at the top or bottom of the scan (or both) were not annotated, while CTSpine1K annotated them, which caused the situation that in our previous-version paper the reported dice value on VerSe dataset is much lower than on CTSpine1K dataset (0.619 VS 0.840). Therefore, we annotated all visible vertebrea (see figure below) and recalculated the metrics(0.766 VS 0.840). We have updated our paper on arxiv and uploaded the completed annotations for […]

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Discord

Auto Moderation a powerful Moderation Discord Bot

Auto Moderation.py Auto Moderation a powerful Moderation Discord Bot. 🎭 Futures [x] Moderation [x] Auto Moderation 🚀 Installation git clone https://github.com/GMAX2/Auto-Moderation.py.git ⚙️ Configuration fill out the values in: main.py 22 : checklink = antilink[str(“YOUR-GUILD-ID”)] 29 : checkping = antiping[str(“YOUR-GUILD-ID”)] 36 : checkswear = antiping[str(“YOUR-GUILD-ID”)] 43 : checkspam = antiping[str(“YOUR-GUILD-ID”)] 321 : client.run(“BOT-TOKEN”) GitHub https://github.com/GMAX2/Auto-Moderation.py    

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Tool

A tool for making python source difficult to read

obscurepy A tool for obscuring, or making python source code difficult to read. Installation This command will install obscurepy: python -m pip install obscurepy I would recommend installing it in a virtual environment as opposed to globally: python -m venv venv source venv/bin/activate python -m pip install obscurepy Limitations As this program is still in active development, there are many limitations. Below are some examples of what obscurepycan do. If it isn’t in the example, obscurepy probably can’t do it. […]

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Command-line Tools

A CLI tool for AWS Athena service that can do auto-completion and syntax highlighting

AthenaCLI AthenaCLI is a command line interface (CLI) for the Athena service that can do auto-completion and syntax highlighting, and is a proud member of the dbcli community. Install Install via pip If you already know how to install python packages, then you can simply do: $ pip install athenacli Install via brew Homebrew users can install by: $ brew install athenacli If you don’t know how to install python packages, please check the Install page for more options (e.g […]

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HDFS

A Python client for WebHDFS

Python HDFS client Because the world needs yet another way to talk to HDFS from Python. Usage This library provides a Python client for WebHDFS. NameNode HA is supported by passing in both NameNodes. Responses are returned as nice Python classes, and any failed operation will raise some subclass of HdfsException matching the Java exception. Example usage: >>> fs = pyhdfs.HdfsClient(hosts=’nn1.example.com:50070,nn2.example.com:50070′, user_name=’someone’) >>> fs.list_status(‘/’) [FileStatus(pathSuffix=’benchmarks’, permission=’777′, type=’DIRECTORY’, …), FileStatus(…), …] >>> fs.listdir(‘/’) [‘benchmarks’, ‘hbase’, ‘solr’, ‘tmp’, ‘user’, ‘var’] >>> fs.mkdirs(‘/fruit/x/y’) […]

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Numpy

Numerical Methods with Python, Numpy and Matplotlib

Numerical Bric-a-Brac Collections of numerical techniques with Python and standard computational packages (Numpy, SciPy, Numba, Matplotlib …). Implicit Solver Folder implicit_solver Description Implicit Solver. Explore code generation of vectorized code for physics solver. Time Integrator : Baraff and Witkin’s Spring / Area / Bending / Collision Constraint Early code generator for vectorized code Path Tracing Folder path_tracing Description Path Tracer with Python and Numba Multithreading with Memory pool per-thread ConvNet Examples of convolution neural network architectures. ConvNet Convolution neural network […]

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API

An easy-to-use and convenient Python wrapper for the Petfinder API

Petpy Petpy is an easy-to-use and convenient Python wrapper for the Petfinder API. Includes methods for parsing output JSON into pandas DataFrames for easier data analysis Installation petpy is easily installed through pip. pip install petpy The library can also be cloned or downloaded into a location of your choosing and then installed using the setup.pyfile per the following: git clone [email protected]:aschleg/petpy.git cd petpy python setup.py install Examples and usage An account must first be created with Petfinder to receive […]

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