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Awesome Deep Learning Project Ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

9.3k stars1,292 forks9 entriesLast push Mar 13, 2023 (3 years ago)License MIT

This page lists names, links and short descriptions. The original list on GitHub is the source and belongs to its authors.

Text >Natural Language Understanding

Facebook's FAIR

is built in a similar way for Wikipedia.

In 3 lists

Vision

CIFAR-10

ImageNet

In 2 lists

MS COCO

is the modern replacement to the ImageNet challenge

In 2 lists

MNIST Handwritten Digit Classification Challenge

is the classic entry point

In 3 lists

Character recognition (digits)

is the good old Optical Character Recognition problem

Music >Acknowledgements

CMU Machine Learning

Stanford CS229 Machine Learning Projects

In 2 lists

swyx

notes for software engineers getting up to speed on new AI developments. Serves as datastore for lspace.swyx.io writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

In 2 lists
See category
94

Table of Contents

hesreallyhim/awesome-claude-code

A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team…

Fresh★ 55k202 entriesPushed today
94

Awesome Agent Skills

VoltAgent/awesome-agent-skills

A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.

Fresh★ 35k839 entriesPushed today
93

Awesome Machine Learning

josephmisiti/awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

Fresh★ 74k1188 entriesPushed 7 days ago
92

Awesome Production Machine Learning

EthicalML/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Fresh★ 21k519 entriesPushed 3 days ago
92

AWESOME DATA SCIENCE

academic/awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

Fresh★ 30k881 entriesPushed today
91

Static Analysis

analysis-tools-dev/static-analysis

⚙️ A curated list of static analysis (SAST) tools and linters for all programming languages, config files, build tools, and more. The focus is on tools which improve…

Fresh★ 15k528 entriesPushed 8 days ago