awesome-deep-learning
github.com/christoschristofidis/awesome-deep-learning ↗A curated list of awesome Deep Learning tutorials, projects and communities.
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BooksCoursesVideos and LecturesPapersTutorialsResearchers
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Installation instructions →What's inside
Researchers
- 100 Best Github Resources in Github for DLMiscellaneous
- 3D Vision GroupDatasets
- AAAI - Association for the Advancement of Artificial IntelligenceConferences
Association for the Advancement of Artificial Intelligence
- AAMAS - International Joint Conference on Autonomous Agents and Multiagent SystemsConferences
International Joint Conference on Autonomous Agents and Multiagent Systems
- Aaron Courville
- Abdel-rahman Mohamed
Videos and Lectures
- A beginners Guide to Deep Neural Networks
- A friendly introduction to deep reinforcement learning by Luis Serrano
- Architecture of a Modern CNN: the design pattern approach by Andrew Ferlitsch
- CMU 11-785 Intro to Deep learning Spring 2020
- Coding a basic WGAN in PyTorch by Edward Raff
- Deep Learning Crash Course
Papers
- A Critical Review of Recurrent Neural Networks for Sequence Learning
- Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
- Batch Normalization
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
- Berkeley AI Research (BAIR) Laboratory
- Bi-directional RNN
Tutorials
Courses
Showing a sample of 598 resources. View the full list on GitHub →