A generic code base for neural network pruning, especially for pruning at initialization

This repository is meant to provide a generic code base for neural network pruning, especially for pruning at initialization (PaI). [Survey | Paper Collection] Step 1: Set up environment OS: Linux (Ubuntu 1404 and 1604 checked. It should be all right for most linux platforms. Windows and MacOS not checked.) python=3.6.9 (conda to manage environment is strongly suggested) All the dependant libraries are summarized in requirements_pt1.9.txt (PyTorch 1.9 is used). Simply install them by pip install -r requirements_pt1.9.txt. CUDA and […]

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Command Line Interface to automate module development for Bisque web application

V1.0.0 Standardizes and automates the process of creating modules that can be integrated in the Bisque web application.This command line interface (CLI) currently supports any input types supported by Bisque but can only display image and table outputs.Custom outputs or interactive parameters will require users to manually edit some files.Regardless of your application, it is a good idea to follow this guide and use the CLI to automate a big part of theprocess and avoid common bugs. Once you have […]

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Exploring the Fibonacci Sequence With Python

The Fibonacci sequence is a pretty famous sequence of integer numbers. The sequence comes up naturally in many problems and has a nice recursive definition. Learning how to generate it is an essential step in the pragmatic programmer’s journey toward mastering recursion. In this video course, you’ll focus on learning what the Fibonacci sequence is and how to generate it using Python. In this course, you’ll learn how to: Generate the Fibonacci sequence using a recursive algorithm Optimize the recursive […]

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Python’s urllib.request for HTTP Requests

If you need to make HTTP requests with Python, then you may find yourself directed to the brilliant requests library. Though it’s a great library, you may have noticed that it’s not a built-in part of Python. If you prefer, for whatever reason, to limit your dependencies and stick to standard-library Python, then you can reach for urllib.request! If you’ve heard of HTTP requests, including GET and POST, then you’re probably ready for this tutorial. Also, you should’ve already used […]

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Python’s assert: Debug and Test Your Code Like a Pro

Python’s assert statement allows you to write sanity checks in your code. These checks are known as assertions, and you can use them to test if certain assumptions remain true while you’re developing your code. If any of your assertions turn false, then you have a bug in your code. Assertions are a convenient tool for documenting, debugging, and testing code during development. Once you’ve debugged and tested your code with the help of assertions, then you can turn them […]

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Starting With Linear Regression in Python

We’re living in the era of large amounts of data, powerful computers, and artificial intelligence. This is just the beginning. Data science and machine learning are driving image recognition, autonomous vehicle development, decisions in the financial and energy sectors, advances in medicine, the rise of social networks, and more. Linear regression is an important part of this. Linear regression is one of the fundamental statistical and machine learning techniques. Whether you want to do statistics, machine learning, or scientific computing, […]

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Socket Programming in Python (Guide)

Sockets and the socket API are used to send messages across a network. They provide a form of inter-process communication (IPC). The network can be a logical, local network to the computer, or one that’s physically connected to an external network, with its own connections to other networks. The obvious example is the Internet, which you connect to via your ISP. In this tutorial, you’ll create: A simple socket server and client An improved version that handles multiple connections simultaneously […]

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SpaceCrypto Bot Auto Clicker

Também fiz um para Luna Rush ( https://github.com/walterdis/lunarush-bot ) Bot desenvolvido com o intuito de me permitir dormir durante a noite e, poder dar uma volta por ai sem ficar me preocupando com horário 😉 Se o aplicativo lhe ajudar de alguma forma, uma doação para ajudar a pagar a conta de luz sempre é bem vinda 😉 Wallet Smart Chain (BNB, LUS, USDT, BUSD) 0x1F66230C4e98b557D3e55d7d2C047CcbA8E55bD6 O jogo se redimensiona de acordo com a resolução / qualquer modificação na tela […]

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