floodsung/Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
This roadmap helps newcomers navigate the vast landscape of deep learning research papers. It takes you from foundational concepts and historical milestones to state-of-the-art methods and applications, providing a curated path for learning. If you're an aspiring deep learning researcher or practitioner, this guide shows you which papers to read and in what order.
39,477 stars. No commits in the last 6 months.
Use this if you are new to deep learning and need a structured reading plan to understand the field's evolution and key concepts.
Not ideal if you already have a strong background in deep learning and are looking for a comprehensive, exhaustive list of every paper ever published.
Stars
39,477
Forks
7,321
Language
Python
License
—
Category
Last pushed
Nov 27, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/floodsung/Deep-Learning-Papers-Reading-Roadmap"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
loganthorneloe/ml-roadmap
The simplest, most straightforward way to learn ML for free.
shanmukh05/Machine-Learning-Roadmap
A roadmap for getting started with Machine Learning
kimtth/software-architect-mindmap
🧠Mindmap of 🗺️Software Architecture, Software engineering: An Overview of Software Terminologies...
Bhavik-Jikadara/ai-ml-roadmap
Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine...
mohitmishra786/amILearningEnough
Low-Level Programming Roadmap and Resources