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Homemade Machine Learning
Python examples of popular machine learning algorithms
homemade-machine-learning is a repository by Oleksii Trekhleb containing Python implementations of classic machine-learning algorithms done “from scratch”, meaning you don’t rely heavily on high-level libraries but instead write the logic yourself to deepen understanding. Each algorithm is accompanied by mathematical explanations, visualizations (often via Jupyter notebooks), and interactive demos so you can tweak parameters, data, and observe outcomes in real time. The purpose is pedagogical: you’ll see linear regression, logistic regression, k-means clustering, neural nets, decision trees, etc., built in Python using fundamentals like NumPy and Matplotlib, not hidden behind API calls. It is well suited for learners who want to move beyond library usage to understand how algorithms operate internally—how cost functions, gradients, updates and predictions work. -
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YAPF
A formatter for Python files
...Styles are highly configurable: start from presets like pep8, google, yapf, or facebook, then override dozens of options in .style.yapf, setup.cfg, or pyproject.toml. It supports recursive directory formatting, line-range formatting, and diff-only output so you can check or fix just the lines you touched. -
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fvcore
Collection of common code shared among different research projects
...A standout capability is FLOP and activation counting, which analyzes arbitrary PyTorch graphs to report cost by operator and by module for precise profiling. The file I/O layer (PathManager) abstracts local/remote storage so the same code can read from disks, cloud buckets, or HTTP endpoints. Because it is small, stable, and well-tested, fvcore is frequently imported by projects like Detectron2 and PyTorchVideo to avoid duplicating infrastructure and to keep research repos. -
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Starter Applets
Google AI Studio Starter Apps
...Each applet includes configuration parameters (API keys, model selection, prompt parameters) in a secure but flexible format. Because applets are meant to be composable, they adopt a modular plugin architecture so you can integrate one into a Next.js, Flutter, or native app with minimal glue. -
Secure File Transfer for Windows with Cerberus by RedwoodCerberus supports unlimited users and connections on a single IP, with built-in encryption, 2FA, and a browser-based web client — all deployable in under 15 minutes with a 25-day free trial.
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iOS Interview Questions
iOS interview questions
This repository collects a broad, categorized list of interview questions (with expected answers) that are commonly asked in iOS or Swift engineering interviews. Topics range from language fundamentals (memory management, ARC, value vs. reference types), to UIKit/SwiftUI, concurrency, Grand Central Dispatch, background execution, networking, design patterns, system frameworks, and architecture decisions. Each question is usually backed by sample explanations or code snippets, helping... -
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HyperUI
Free Tailwind CSS v4 components for your next project
HyperUI is a large, copy-and-paste library of Tailwind CSS components aimed at speeding up interface building without adding heavy JavaScript. It groups components by common product needs—navigation, hero sections, pricing, forms, cards, tables, and full e-commerce flows—so teams can assemble pages quickly from consistent building blocks. Each snippet is written as semantic HTML with Tailwind utility classes, making it easy to customize spacing, color, and typography through a project’s Tailwind config. The components are responsive by default, using grid and flex patterns that adapt cleanly from mobile to widescreen layouts. ... -
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Awesome English Ebooks
Curated list of freely available English-language magazine issues
awesome-english-ebooks is a curated list that collects high-quality, English-language ebooks across programming, computer science, mathematics, and related technical domains. The repository organizes links by topic and technology so learners can quickly find foundational texts, deep dives, and practical handbooks relevant to their goals. Entries often include notes about edition, format, or prerequisite knowledge, helping readers gauge where a book fits in a learning path. Because it lives in Git, the list benefits from community maintenance: contributors add new titles, replace dead links, and refine categories as the ecosystem shifts. ... -
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clj-http
An idiomatic clojure http client wrapping the apache client
...Rather than forcing all request headers to be lowercase strings, clj-http allows strings or keywords of any case. Keywords will be transformed into their canonical representation, so the :content-md5 header will be sent to the server as “Content-MD5”, for instance. String keys in request headers, however, will be sent to the server with their casing unchanged. -
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BladeOne Blade Template Engine
The standalone version Blade Template Engine without Laravel
...It's based in C# Razor (another template library for C#). It's starting to be considered a de-facto standard template system for many PHP (Smarty has been riding off the sunset since years ago) so, if we can use it without Laravel then it's a big plus for many projects. -
Build Securely on AWS with Proven FrameworksMoving to the cloud brings new challenges. How can you manage a larger attack surface while ensuring great network performance? Turn to Fortinet’s Tested Reference Architectures, blueprints for designing and securing cloud environments built by cybersecurity experts. Learn more and explore use cases in this white paper.
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Tailwind Starter Kit
Tailwind Starter Kit a beautiful extension for TailwindCSS, Free
...It features multiple HTML elements and it comes with dynamic components for ReactJS, Vue and Angular. Tailwind Starter Kit comes with a huge number of Fully Coded CSS components. This extension also comes with 3 sample pages. They are fully coded so you can start working instantly. We also feature many dynamic components for React, Vue and Angular. Putting together a page has never been easier than matching together pre-made components. From landing page presentations to login areas, you can easily customize and built your pages. Built by developers for developers. You will love how easy is to work with Tailwind Starter Kit. ... -
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Easegress
A Cloud Native traffic orchestration system
...Easegress can be a typical seven-level API Gateway, it also can be a side-car to be a Service Mesh, and Easegress can perfectly work with other software to ship powerful features, such as: Kubernetes Ingress, Knaitve FaaS, and Eureka/Consul/Etcd/Nacos and so on. The Easegress can management the traffic and APIs, not only can do load balancing, canary development but also can aggregate and pipeline a number of APIs. This function automatically helps the website optimize its performance, such as: adding the cache, merging the requests, and reducing the network bandwidth. Sometimes, a site could have unexpectedly higher traffic, the Ease Gateway could help to protect the critical service for critical customers. -
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maven git commit id plugin
Maven plugin which includes build-time git repository information
...For those who don't know the plugin, it basically helps you with the following tasks and answers related questions. The plugin is available from Maven Central (see here), so you don't have to configure any additional repositories to use this plugin. A detailed description of using the plugin is available in the Using the plugin document. All you need to do in the basic setup is to include that plugin definition in your pom.xml. For more advanced users we also prepared a guide to provide a brief overview of the more advanced configurations. ... -
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eslint-plugin-testing-library
ESLint plugin to follow best practices and anticipate common mistakes
...Another approach for customizing ESLint config by paths is through ESLint Cascading and Hierarchy. This is useful if all your tests are placed under the same folder, so you can place there another .eslintrc where you enable eslint-plugin-testing-library for applying it only to the files under such folder, rather than enabling it on your global .eslintrc which would apply to your whole project. -
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Laravel Kit
A desktop Laravel admin panel app
A simple and elegant desktop application for managing your Laravel applications. Kit is an admin panel desktop app for Laravel projects. You can execute artisan commands in a graphical user interface and also tinker with your project. When you open your project in Kit, Kit will retrieve all the available artisan commands. No configuration is needed. The left sidebar contains a list of all artisan commands in your project except the queue. Select command and all the detailed inputs will... -
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NanUI
NanUI is an open source .NET project for .NET developers
...It is intended for .NET developers who wish to build user interfaces for Windows Forms applications using front-end technologies such as HTML5/CSS3. NanUI is based on Google's embeddable browser framework Chromium Embedded Framework (CEF), so users can design and develop .NET desktop applications using various front-end technologies HTML5/CSS3/JavaScript and popular front-end frameworks React/Vue/Angular/Blazor interface. At the same time, NanUI's original JavaScript Bridge can easily realize the communication and data exchange between the browser and .NET. Using the NanUI interface framework will bring endless possibilities to the user interface design and development of traditional WinForm applications! -
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LINQ to DB
Linq to database provider
...Your queries are checked by the C# compiler and allow for easy refactoring. However, it's not as heavy as LINQ to SQL or Entity Framework. There is no change-tracking, so you have to manage that yourself, but on the positive side you get more control and faster access to your data. In other words LINQ to DB is type-safe SQL. Alternatively, you can implement custom settings provider with ILinqToDBSettings interface. You can generate POCO classes from your database using T4 templates. -
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Django Wiki
A wiki system with complex functionality for simple integration
A wiki system with complex functionality for simple integration and a superb interface. Store your knowledge with style: Use django models. Readability, however, is emphasized above all else. A Markdown-formatted document should be publishable as-is, as plain text, without looking like it's been marked up with tags or formatting instructions. While Markdown's syntax has been influenced by several existing text-to-HTML filters -- including Setext, atx, Textile, reStructuredText, Grutatext,... -
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Amazon Chime SDK React Components
Chime React Component Library with integrations with the Amazon SDK
...In addition to UI components, the library leverages Reacts' state management tools such as Providers and Hooks to connect to the Amazon Chime SDK for JavaScript and pass data to the UI layer, simplifying state synchronization so that developers can concentrate on building engaging experiences. -
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CIDER
The Clojure Interactive Development Environment that Rocks for Emacs
...While clojure-mode supports editing Clojure source files, cider-mode adds support for interacting with a running Clojure process for compilation, debugging, definition and documentation lookup, running tests, and so on. CIDER aims to provide an interactive development experience similar to the one you’d get when programming in Emacs Lisp, Common Lisp (with SLIME or Sly), Scheme (with Geiser), and Smalltalk. Programmers are expected to program in a very dynamic and incremental manner, constantly re-evaluating existing Clojure definitions and adding new ones to their running applications. ... -
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Checked C
Checked C is an extension to C that lets programmers write C code
...The goal of the project is to improve systems programming by making fundamental improvements to C. This repo contains sample code, the extension specification, and test code. The Checked C project is extending the C programming language so that programmers can write more secure and reliable C programs. The project is developing an extension to C called Checked C that adds checking to C to detect or prevent common programming errors such as buffer overruns, out-of-bounds memory accesses, and incorrect type casts. -
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ESP8266Audio
Arduino library to play MOD, WAV, FLAC, MIDI, RTTTL, MP3
...The MOD and MP3 routines were taken from StellaPlayer and libMAD respectively. The software I2S delta-sigma 32x oversampling DAC was my own creation and sounds quite good if I do say so myself. -
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Formik
Build forms in React
Formik is the world's most popular open-source form library for React and React Native. Formik takes care of the repetitive and annoying stuff, keeping track of values/errors/visited fields, orchestrating validation, and handling submission, so you don't have to. This means you spend less time wiring up state and change handlers and more time focusing on your business logic. No fancy subscriptions or observables under the hood, just plain React state and props. By staying within the core React framework and away from magic, Formik makes debugging, testing, and reasoning about your forms a breeze. ... -
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YARP
A toolkit for developing high-performance HTTP reverse proxy apps
YARP is a library to help create reverse proxy servers that are high-performance, production-ready, and highly customizable. We found a bunch of internal teams at Microsoft who were either building a reverse proxy for their service or had been asking about APIs and tech for building one, so we decided to get them all together to work on a common solution, this project. Each of these projects was doing something slightly off the beaten path which meant they were not well served by existing proxies, and customization of those proxies had a high cost and ongoing maintenance considerations. Many of the existing proxies were built to support HTTP/1.1, but with workloads changing to include gRPC traffic, they require HTTP/2 support which requires a significantly more complex implementation. ... -
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Red Programming Language
Red is a next-generation programming language
...They act as the GOSUB directive from Basic language. They are defined as a separate block of code inside a function's body and are called like regular functions (but without any arguments). So they are much lighter and faster than real function calls and require just one slot of stack space to store the return address. -
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vue-virtual-scroller
Blazing fast scrolling for any amount of data
There are several components provided by vue-virtual-scroller. RecycleScroller is a component that only renders the visible items in your list. It also re-uses components and dom elements to be as efficient and performant as possible. DynamicScroller is a component that wraps the RecycleScroller component and extends its features to include dynamic size management. The main use case for this is when you do not know the size of the items in advance. The Dynamic Scroller automatically...