Aidl Kb: Community-Curated AI and Deep Learning Knowledge Base

This repository serves as a community-curated knowledge base for the Artificial Intelligence and Deep Learning (AIDL) Facebook group, compiled by user arthchan2003. Last updated in August 2018, it aggregates references to scientific papers, technical tools, and learning resources across multiple sub-fields of machine learning. The collection focuses on foundational and trending topics in artificial neural networks, computer vision, and natural language processing up to the late 2018 period.

Use Cases

• Literature review of foundational deep learning papers published prior to mid-2018
• Historical analysis of community-driven AI resource curation trends
• Identifying core scientific papers in computer vision and natural language processing

Strengths

• Community-curated from the AIDL Facebook group membership
• Released under the permissive MIT License
• Organized by specific domain tags including NLP and Computer Vision

Limitations

• Significant temporal staleness as it does not cover AI advancements post-2018
• High likelihood of broken external URLs or deprecated repository links
• Lack of standardized schema or formal documentation for entries

Provenance

Source

Artificial Intelligence and Deep Learning (AIDL) Facebook Group

Collection Method

Community curation and manual aggregation

Time Range

Pre-2018 through August 2018

Freshness

The dataset is stale, with the last recorded update occurring on 2018-08-21.

Geography

Global