Search Results for "scikit-learn"
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Showing 143 open source projects for "scikit-learn"
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1
Python Outlier Detection
A Python toolbox for scalable outlier detection
...PyOD has multiple neural network-based models, e.g., AutoEncoders, which are implemented in both PyTorch and Tensorflow. PyOD contains multiple models that also exist in scikit-learn. It is possible to train and predict with a large number of detection models in PyOD by leveraging SUOD framework. A benchmark is supplied for select algorithms to provide an overview of the implemented models. In total, 17 benchmark datasets are used for comparison, which can be downloaded at ODDS. -
2
Flower
Flower: A Friendly Federated Learning Framework
...Different machine learning frameworks have different strengths. Flower can be used with any machine learning framework, for example, PyTorch, TensorFlow, Hugging Face Transformers, PyTorch Lightning, scikit-learn, JAX, TFLite, MONAI, fastai, MLX, XGBoost, Pandas for federated analytics, or even raw NumPy for users who enjoy computing gradients by hand. -
3
BentoML
Unified Model Serving Framework
BentoML simplifies ML model deployment and serves your models at a production scale. Support multiple ML frameworks natively: Tensorflow, PyTorch, XGBoost, Scikit-Learn and many more! Define custom serving pipeline with pre-processing, post-processing and ensemble models. Standard .bento format for packaging code, models and dependencies for easy versioning and deployment. Integrate with any training pipeline or ML experimentation platform. Parallelize compute-intense model inference workloads to scale separately from the serving logic. ... -
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FastAPI
FastAPI framework, high performance, easy to learn, fast to code
...And it's intended to be the FastAPI of CLIs. In summary, you declare once the types of parameters, body, etc. as function parameters. You do that with standard modern Python types. You don't have to learn a new syntax, the methods or classes of a specific library, etc. -
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FastAPI Python
FastAPI framework, high performance, easy to learn, fast to code
FastAPI framework, high performance, easy to learn, fast to code, ready for production. FastAPI is a modern, fast (high-performance), web framework for building APIs with Python based on standard Python type hints. -
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Lightning Web Components
A Blazing Fast, Enterprise-Grade Web Components Foundation
...Leave abstractions behind and build custom elements with HTML, JavaScript, and CSS. Lightning web components are custom elements built using HTML and modern JavaScript. Ready to learn more? Check out the Developer Guide and write code in the Playground. You’ll be up and running in no time. Create fast, versatile web components and apps using the stack and tools your team prefers. Shape the framework through your pull requests and help push native Web Components forward. Use the latest web standards to build robust components that run in modern browsers and IE 11. ... -
7
CAC
Simple yet powerful framework for building command-line apps
Simple yet powerful framework for building command-line apps. Command And Conquer is a JavaScript library for building CLI apps. Super light-weight: No dependency, just a single file. Easy to learn. There's only 4 APIs you need to learn for building simple CLIs: cli.option cli.version cli.help cli.parse. Yet so powerful. Enable features like default commands, git-like subcommands, validation for required arguments and options, variadic arguments, dot-nested options, automated help message generation, and so on. Developer friendly. ... -
8
Pion WebRTC
Pure Go implementation of the WebRTC API
...With quick build times, examples and godoc you will be deploying in no time. Pion works almost everywhere thanks to Go. Ship to Mobile, Desktop, Servers and WASM all with one code base. We built everything from scratch, come learn from our journey. We have docs not just on Pion, but also deep WebRTC knowledge. Pion is owned by the community, no private bugs or roadmaps. Come join in the development on GitHub and Slack. Pion has multiple large production users already. Come learn from them and be the next! Example applications contains code samples of common things people build with Pion WebRTC. ... -
9
Mavericks
Mavericks, Android on Autopilot
Mavericks is an Android MVI framework that is both easy to learn yet powerful enough for the most complex flows at Airbnb, Tonal, and other large apps. When we began creating Mavericks, our goal was to make building products easier, faster, and more fun. We believe that for Mavericks to be successful, it must be easy to learn for people new to Android development working their first apps yet powerful enough to support the most complex screens at Airbnb. -
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10
Obfuscar
Open source obfuscation tool for .NET assemblies
...You can achieve such simply via default settings. Hide class/method/property/event names that you don't want to expose. This is irreversible. String contents can be compressed so that end users won't easily learn them. However, this is reversible by certain tools. -
11
KOTS
KOTS provides the framework, tools and integrations
...The Kots CLI also serves as the bootstrapper for the in-cluster Kubernetes application Admin Console kotsadm which can be used to automate the core Kots CLI tasks for managing applications (license verification, configuration, updates, image renaming, version controlling changes, and deployment) as well as additional KOTS tasks (running preflight checks and performing support bundle analysis). The install command is the recommended way to learn KOTS. Executing the install command will install an application and the kotsadm Admin Console to an existing Kubernetes cluster. This command supports installing Helm charts (without Tiller), standard Kubernetes applications and also Replicated KOTS apps. -
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Eclipse Collections
Eclipse Collections is a collections framework for Java
...Eclipse Collections provides a memory-efficient implementation of Sets and Maps as well as primitive collections. Check out the Eclipse Collections Kata, a fun way to help you learn idiomatic Eclipse Collections usage. This particular kata is set up as a series of unit tests that fail. Your task is to make them pass, using Eclipse Collections. -
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Laravel Orion
The simplest way to create REST API with Laravel
Laravel Orion allows you to build a fully featured REST API based on your Eloquent models and relationships with the simplicity of Laravel as you love it. Utilizes standard Laravel features such as Request classes, Policies, and API Resources. TypesScript SDK and OpenAPI specifications out of the box. -
14
AWS Cloud Development Kit (AWS CDK)
A framework for defining cloud infrastructure in code
The AWS Cloud Development Kit (AWS CDK) is an open source software development framework to define your cloud application resources using familiar programming languages. Provisioning cloud applications can be a challenging process that requires you to perform manual actions, write custom scripts, maintain templates, or learn domain-specific languages. AWS CDK uses the familiarity and expressive power of programming languages for modeling your applications. It provides you with high-level components called constructs that preconfigure cloud resources with proven defaults, so you can build cloud applications without needing to be an expert. AWS CDK provisions your resources in a safe, repeatable manner through AWS CloudFormation. ... -
15
Bulma
Modern CSS framework based on Flexbox
...It has no JavaScript included, and can be considered “environment agnostic”, as it offers just a style layer over the logic. Bulma is 100% responsive, built to be mobile-first and modular, with 39 .sass files which you can individually import. It’s easy to learn and customize, and is compatible with recent versions of most common browsers, and even some earlier browser versions thanks to its autoprefixer. -
16
ASP.NET API Versioning
Libraries which add service API versioning to ASP.NET Web API
...The API versioning extensions define simple metadata attributes and conventions that you use to describe which API versions are implemented by your services. You don't need to learn any new routing concepts or change the way you implement your services in ASP.NET today. The default API versioning configuration is compliant with the versioning semantics outlined by the Microsoft REST Guidelines. There are also a number of customization and extension points available to support transitioning services that may not have supported API versioning in the past or supported API versioning with semantics that are different from the Microsoft REST versioning guidelines. -
17
DefectDojo
DefectDojo is a DevSecOps and vulnerability management tool
...DefectDojo integrates with 85+ security tools. DefectDojo has bi-directional integration with JIRA to manage vulnerabilities in developer's natural backlogs. DefectDojo has smart features that learn over time and can automatically tune results. DefectDojo has everything you need to track projects, personnel, metrics, and tasks. DefectDojo allows you to focus on what you actually enjoy doing, rather than reports and metrics. -
18
WP-CLI
WP-CLI framework
...Investing time upfront into learning how to better use WP-CLI pays dividends in the long term. Browse through all of WP-CLI’s commands to explore your new world. Or, catch up with shell friends to learn about helpful command line utilities. -
19
go-doudou
A lightweight microservice framework
go-doudou (doudou pronounce /dəudəu/) is OpenAPI 3.0 (for REST) spec and Protobuf v3 (for grpc) based lightweight microservice framework. It supports monolith service applications as well. Starts from golang interface, no need to learn new IDL(interface definition language). Powerful code generator cli built-in. After defining your interface methods, your only job is implementing your awesome idea. Born from the cloud-native era. Built-in CLI can speed up your product iteration. Built-in service governance support including remote configuration management, client-side load balancer, rate limiter, circuit breaker, bulkhead, timeout, retry and more. ... -
20
JeeSite
A basic enterprise information development platform
JeeSite is a high-efficiency, high-performance, and strong security open source Java EE rapid development platform based on a number of excellent open source projects, highly integrated and packaged. JeeSite is the best basic platform solution for you to quickly complete your project. JeeSite is the best study case for you to learn the Java platform. JeeSite is also the best assistant for private work. JeeSite is a Java-based development platform built on the Spring Framework, with Spring MVC as the model view controller, MyBatis as the data access layer, Apache Shiro as the authority authorization layer, Ehcahe for caching common data, and Activit as the workflow engine. ... -
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Bugsnag Laravel
BugSnag notifier for the Laravel PHP framework
The Bugsnag Notifier for Laravel gives you instant notification of errors and exceptions in your Laravel PHP applications. We support both Laravel and Lumen. Learn more about Laravel error reporting from Bugsnag. -
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Goravel
A Golang framework for web artisans. Tribute to Laravel
Goravel is a web application framework with complete functions and excellent scalability. As a starting scaffolding to help Gopher quickly build their own applications. The framework style is consistent with Laravel, let PHP developers don't need to learn a new framework, but are also happy to play around with Golang! In tribute to Laravel. -
23
Laravel JS Localization
Convert your Laravel messages and consume them in the front-end
This package convert all your localization messages from your Laravel app to JavaScript with a small library to interact with those messages following a very similar syntax you are familiar with. -
24
Medoo
The lightweight PHP database framework to accelerate the development
Medoo is an open-source project under MIT license and will always be free to use. A lightweight PHP database framework to accelerate development. Supports MySQL, MSSQL, SQLite, MariaDB, PostgreSQL, Sybase, Oracle, and more. Supports various common and complex SQL queries, data mapping, and prevents SQL injection. Works well with every PHP framework, like Laravel, Yii, Slim, and framework which supports singleton extension or composer. -
25
fastn
(Alpha stage software) fastn - Full-stack Web Development Made Easy
ftd is a programming language for building user interfaces and content-centric websites. ftd is easy to learn, especially for nonprogrammers, but it does not compromise on what you can build with it. fastn is a web framework, a content management system, and an integrated development environment for ftd. fastn is a web server, that compiles ftd to HTML/CSS/JS and can be deployed on your server, or on fastn cloud by FifthTry. ftd is designed with minimal and uniform syntax, and at first glance does not even look like a programming language.
