30 open-source projects similar to walkinglabs/hands-on-modern-rl, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best Hands On Modern Rl alternative.
This repository serves as an educational framework for building large language models from the ground up. It provides a structured curriculum that guides learners through the end-to-end lifecycle of model development, including data processing, architecture design, and optimization. By focusing on low-level implementation, the project enables users to master the fundamental mechanics of artificial intelligence without relying on high-level abstraction frameworks. The project distinguishes itself by constructing neural network components and gradient-based optimization logic from first princip
Dive into LLMs is a framework designed for fine-tuning large language models and constructing modular machine learning pipelines. It provides a structured environment for adjusting pre-trained models on custom datasets while optimizing computational efficiency and training time. The project distinguishes itself by offering an interactive web interface that allows for the deployment and publication of trained models directly to a browser. This enables users to test and interact with model results through a standardized web-based environment. The platform supports the creation of flexible work
This project provides a comprehensive framework for building, training, and managing autonomous agents. It enables the construction of systems that utilize language models to plan, manage memory, and execute multi-step tasks through iterative reasoning loops and tool-based actions. The framework distinguishes itself by offering specialized capabilities for interacting with graphical user interfaces and legacy software, allowing agents to perceive visual elements and perform actions like a human user. It supports complex, cross-application workflows through graph-based orchestration and provid
This project is an educational resource focused on the internal mechanics and design principles of transformer-based neural networks. It provides a structured guide to the fundamental components of generative artificial intelligence, including sequence modeling, semantic embeddings, and the mathematical foundations of large language models. The repository distinguishes itself through a heavy emphasis on visual documentation, utilizing diagrams and step-by-step explanations to clarify how data flows through complex neural architectures. It serves as a technical reference for developers seeking
Textbook on reinforcement learning from human feedback
Foundations-of-LLMs is an educational curriculum and technical resource designed to explain the mathematical and computational principles behind modern generative language models. It provides a structured guide for developers and practitioners to master the fundamental concepts, architectural designs, and training methodologies that enable these systems to function. The project covers the core mechanisms of transformer-based sequence modeling, including self-attention, subword tokenization, and autoregressive generation. It details the technical frameworks used in natural language processing
30DaysofSwift is a structured educational curriculum designed to teach native mobile application development for Apple devices. It provides a collection of practical coding exercises that guide learners through the implementation of core iOS frameworks and the Swift programming language. The project focuses on mastering standard mobile design patterns and system integration tasks. It covers the creation of interactive interface components, the application of motion and transitions to user interfaces, and the management of local data persistence. Additionally, the curriculum includes exercises
A Comprehensive Getting Started Guide For Application Development On Hyperledger Fabric
This project is a comprehensive collection of reference materials, including a language cheatsheet, a standard library reference, and a concurrency reference. It serves as a guide to modern C++ development, focusing on language syntax, standard library utilities, and template metaprogramming patterns. The repository provides specific guidance on template metaprogramming through a dedicated guide covering compile-time evaluation, type deduction, and variadic template execution. The materials cover a broad range of capabilities, including asynchronous programming, memory management, and system
This project is a comprehensive guide to architectural standards and coding patterns for developing maintainable applications within the Laravel framework. It focuses on clean code standards, applying the single responsibility and DRY principles to ensure codebase predictability and consistency. The guide emphasizes decoupling components by moving business logic into service layers and shifting input validation into dedicated request classes to keep controllers lean. It advocates for the use of a service container and dependency injection to reduce class coupling and improve testability. The
Markdown Here is a browser extension that enables rich text composition within web-based editors that lack native formatting support. By transforming plain text markdown syntax into rendered HTML, it allows users to draft professional emails and documents using standard markup, including headers, tables, and footnotes, directly inside their browser. The tool distinguishes itself through a bidirectional transformation engine that supports both the conversion of markdown to HTML and the reversion of rendered content back into its original source code. This state-preserving functionality allows
阿里无线前端性能优化指南 (Pt.1 加载期优化) by @晓田 - Web中的图标 by @大漠 - 我理解的阿里无线前端“架构”(半鸡汤,少干货) by @hongru - 写给前端面试者 by @大漠 - 手机淘宝这三年(更新PPT同步录音视频) by @渚薰 - 手机淘宝前端的图片相关工作流程梳理 by @勾三股四 - 高级CSS filters by @大漠 - Font Boosting by @尚左 - 15年双11手淘前端技术巡演 - 前言 by @hongru - 对无线电商动态化方案的思考(一) by @勾三股四 - 对无线电商动态化方案的思考(二) by…
All the info and materials about the certification that I've collected so far
This repository serves as a comprehensive, curated collection of open-source implementations focused on artificial intelligence, machine learning, and computer vision. It functions as a centralized knowledge base and technical resource index, providing students and professional engineers with a structured directory of code examples for educational and practical reference. The project distinguishes itself through a community-driven curation model, relying on manual updates and contributions to maintain a relevant and expansive archive. By organizing these resources into categorized lists, the
This project is an open-source software engineering handbook and technical learning resource focused on backend web development. It provides a comprehensive guide to building server-side applications, covering the end-to-end flow of web requests from initial HTTP traffic handling to database integration and dynamic content rendering. The material follows a code-centric pedagogical pattern, anchoring theoretical concepts in functional snippets that demonstrate practical implementation. The curriculum is organized through progressive complexity sequencing, moving from foundational language synt
WWDC 2019'da tanıtılan yeni UI framework'ü SwiftUI'ya giriş amacı gütmektedir.
This project is a community-driven directory that aggregates and categorizes high-quality technical resources, tools, and learning materials. It functions as a centralized knowledge management repository, designed to help developers navigate the software development landscape by providing structured access to curated lists and external project references. The directory relies on a collaborative, peer-reviewed workflow where external contributors submit and maintain links through a version-controlled system. This community-maintained approach ensures that the information remains current and re
(vue.js official website tutorials ,contains video , codes, baudi yun, youtube) 网路上有很多 VUE 综合应用的视频,但大部份的视频 ,都当你已经了解官网 所以讲的节奏难免偏快。 此视频(都是上代码),以官网为重,将官网的观念,以视频搭配代码,实际演示。 如果官网有看不懂的地方,比对一下,视频跟代码,就会了解了。 减少你摸索的时间。(註:mvvm 的框架,不管是 ng , react, vue, avalonjs, 都是好的框架,而有经验的前端,至少都会两套以上的 mvvm。)
vuejs2 官网讲解 (vue.js 2 official website tutorials ,contains video , codes, baudi yun, youtube)
A little tutorial to use the Newgrounds medals system with PICO-8
Alfred search suggest workflow for various popular websites.