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What is setuptools-rust?setuptools-rust is a plugin for Python’s setuptools that enables you to build Rust extensions as part of the standard Python build process.It integrates Rust’s Cargo build system into Python’s setup.py workflow.Useful if you want to maintain a traditional Python packaging style with a setup.py script.Step-by-Step Guide1. Install setuptools-rustFirst, install the required ..

What is maturin?maturin is a specialized tool for building and publishing Rust crates as Python extension modules.It wraps around Cargo (Rust’s build system) and handles building, packaging, and publishing wheels to PyPI.Supports PyO3 and rust-cpython projects seamlessly.Simplifies Python packaging (wheels) for Rust extensions.Step 1: Install prerequisitesRust toolchain: If not installed, get it..

1. What is WSL?WSL (Windows Subsystem for Linux) is a feature built into Windows 10 and later that lets you run a Linux environment directly on Windows without a virtual machine.It provides a lightweight Linux kernel compatibility layer integrated tightly with Windows.Ideal for developers who want quick access to Linux command-line tools without full virtualization.Limitations: WSL has no full L..

1. IntroductionThis guide explains how to set up SSH keys for secure authentication with Git servers, configure SSH for easy access, troubleshoot common errors, and ensure correct key permissions on your system.2. Generating SSH KeysSSH keys enable secure, passwordless authentication with remote servers and Git repositories.Generate a new SSH key pairbash복사편집ssh-keygen -t ed25519 -C "your.email@..

There are n cars at given miles away from the starting mile 0, traveling to reach the mile target.You are given two integer arrays, position and speed, both of length n, where position[i] is the starting mile of the ith car and speed[i] is the speed of the ith car in miles per hour. A car cannot pass another car, but it can catch up and then travel next to it at the speed of the slower car. A ca..

Given an array of integers temperatures represents the daily temperatures, return an array answer such that answer[i] is the number of days you have to wait after the ith day to get a warmer temperature. If there is no future day for which this is possible, keep answer[i] == 0 instead.  A key point of this question was to make the stack in ascending order. Since we are finding the number of days..

1. IntroFirst ML project - Predicting the species of iris flowers Uses classfication method, a typical method of supervised learning, to predict the species of iris flower.Also going to use decision tree for the algorithm.  Dataset We have to first have to take a glance at the dataset.It has features of sepal length, width, petal length, width, and label. Label represents the species of sample d..

1. IntuitionEx) Cat Classification exampleWe have three different features(Ear shape, Face shape, Whiskers) of cats to determine whether the given image of an animal is a cat or not.  TerminologyDecision tree algorithm in machine learning shares the same knowledge of the tree data structure in computer science. The top node of a tree represents the root node. Nodes at the very bottom of the tree..

1. Machine Learning Development Process 1.1 Cycle of ML process Step 1: Choose Architecture (mode, data, etc) Step 2: Train Model Step 3: Diagnostics (bias, variance, and error analysis) Step 4: Deploy in production(Deploy, moinor and maintain system) 1.2 Example (Spam Classification Example) Example: Spam Classification Example Supervised Learning Algorithm x = feature of spam emails y = whethe..

1. Advice for applying machine learning 1-1. Intuition In order to make a efficient machine learning model, we have to make a good decision. Then, how do we make a good decision? Ex) Problem: We implemented a regularized linear regression on housing prices, but the accuracy of the model is low. Possible answer: More training examples, try smaller or bigger features, add polynomial features, incr..