This roadmap is designed for aspirants with zero experience , focusing on free learning paths , projects , interview prep , and tools that are widely accepted in the industry. Use it as a repeatable review, validation or hardening pass.

This is a list of links to different freely available learning resources about computer programming, math, and science. Use it to build a structured path from fundamentals to hands-on practice.

MLOps Zoomcamp: A Free 9-Week Course on Productionizing ML Services. Use it to build a structured path from fundamentals to hands-on practice.

LLM Zoomcamp: Free Course on Building LLM Applications with RAG, Agents & Vector Search Go from LLM basics to a production-ready AI assistant in 10 weeks. Use it to build a structured path from fundamentals to hands-on practice.

Data Engineering Zoomcamp: A Free 9-Week Course on Data Engineering Fundamentals. Use it to build a structured path from fundamentals to hands-on practice.

Found an awesome resource, article, book, tool, video, technical writer, speaker deck, etc.?. Use it as a repeatable review, validation or hardening pass.

Easily use and train state of the art retrieval methods in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

MarkPDFDown English | 中文 | 日本語 | Русский | فارسی | العربية [![Size]][huburl] [![Pulls]][huburl] [![Tag]][tagurl] [![License]][licenseurl] A powerful tool that leverages multimodal large language models to transcribe PDF files into Markdown format. Try our desktop application for a more user-friendly experience!

Tired of wasting thousands of dollars on API subscriptions to support all your automations? The 100% FREE No-Code Architects Toolkit API processes different types of media.

A Go program with no human provided knowledge. Using MCTS (but without Monte Carlo playouts) and a deep residual convolutional neural network stack.

The WatermarkLogitsProcessor is designed to be readily compatible with any model that supports the generate API. Any model that can be constructed using the AutoModelForCausalLM or AutoModelForSeq2SeqLM factories should be compatible.

|--------------| |-------------|--------| |-------|-------------| Create a .env file in the project root: Start Redis locally (install if not already installed): 1. Start Flower dashboard for monitoring (optional, in a new terminal): 1.

This is a proof of concept for an AI-powered hedge fund. The goal of this project is to explore the use of AI to make trading decisions.

         NotaGen is a symbolic music generation model that explores the potential of producing high-quality classical sheet music. Inspired by the success of Large Language Models (LLMs), NotaGen adopts a three-stage training paradigm: Check our demo page and enjoy music composed by NotaGen!

Demo 🎶  |  📑 Paper HeartMuLa-oss-3B-happy-new-year 🤗  |  HeartMuLa-oss-3B-happy-new-year --- HeartMuLa is a family of open sourced music foundation models including: 1. HeartMuLa: a music language model that generates music conditioned on lyrics and tags with multilingual support covering almost all languages.

Discuss it and ask questions in GitHub Discussions. Markdown Here is a Google Chrome, Firefox, Opera, and Thunderbird extension that lets you write email † in Markdown ‡ and render them before sending.

oqsprovider - Open Quantum Safe provider for OpenSSL (>=v3) =========================================================== Purpose ------- This repository contains code to enable quantum-safe cryptography (QSC) in a standard OpenSSL (>v1.1) distribution by way of implementing a single shared library, the OQS provider. Status ------ Currently this provider fully enables quantum-safe cryptography for KEM key establishment in TLS1.3 including management of such keys via the OpenSSL

This repository contains JavaScript based examples of many popular algorithms and data structures. Each algorithm and data structure has its own separate README with related explanations and links for further reading (including ones to YouTube videos).

This is a Git Style Guide inspired by How to Get Your Change Into the Linux Kernel, the git man pages and various practices popular among the community. Translations are available in the following languages: If you feel like contributing, please do so!

liboqs ====================== liboqs is an open source C library for quantum-safe cryptographic algorithms. liboqs provides: liboqs is part of the Open Quantum Safe (OQS) project, which aims to develop and integrate into applications quantum-safe cryptography to facilitate deployment and testing in real world contexts.