This repository contains a curated collection of 300+ case studies from over 80 companies, detailing practical applications and insights into machine learning (ML) system design. The contents are organized to help you easily find relevant case studies based on industry or specific ML use cases.
Repository Index
47,133 repositories indexed
49–72 of 154 · Most stars
:metal: awesome-semantic-segmentation
- semantic-segmentation
- benchmark
- evaluation
- deeplearning
Techniques for deep learning with satellite & aerial imagery
- deep-learning
- deep-neural-networks
- satellite-imagery
- pytorch
A resource repository for 3D machine learning
- 3d-reconstruction
- papers
- neural-networks
- 3d
Translated:octocat:The most comprehensive repository of front-end resources on GitHub (including front-end learning, development resources, job interviews, etc.)
Reinforcement learning resources curated
A curated list of practical financial machine learning tools and applications.
An awesome list of awesome YouTubers that teach about technology. Tutorials about web development, computer science, machine learning, game development, cybersecurity, and more.
- awesome
- awesome-list
- list
- youtubers
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
JavaScript talks you have to see 👀 on functional programming, performance, frameworks, React, debugging, leveling up, and more!
- javascript
- react
- learning-resources
- awesome-list
A curated list of resources for learning about application security
- security-experts
- reading-list
- curated
- application-security
Largest list of models for Core ML (for iOS 11+)
- coreml
- coreml-model
- apple
- machine-learning
A list of useful Java frameworks, libraries, software and hello worlds examples
- java-links
- java-frameworks
- awesome-list
- machine-learning
A curated list of fuzzing resources ( Books, courses - free and paid, videos, tools, tutorials and vulnerable applications to practice on ) for learning Fuzzing and initial phases of Exploit Development like root cause analysis.
- awesome-list
- awesome
- fuzzing
- fuzzing-framework
common data analysis and machine learning tasks using python
- data-science
- python
- python-tutorial
- data-scientists
A collection of AWESOME things about domain adaptation
- transfer-learning
- domain-adaptation
- adversarial-learning
- image-translation
links to conference publications in graph-based deep learning
- graph-neural-networks
- graph-convolutional-networks
- graph
- deep-learning
CSS talks you have to see covering CSS Grid, flexbox, custom variables, performance, frameworks, tooling, and more! 📺
- css
- awesome-lists
- conference-talks
- css-grids
A collection of important graph embedding, classification and representation learning papers with implementations.
- graph2vec
- classification-algorithm
- graph-kernels
- weisfeiler-lehman
🚗 A curated list of resources for learning about vehicle security and car hacking.
- vehicle-security
- car-hacking
- hacking-vehicles
- security
Frontend tech guide and curated collection of frontend materials
:clipboard: List of resources to learn ECMAScript 6!
A List of Awesome Swift Playgrounds
- swift-playgrounds
- learning-swift
- swift
- playground
:books: Directory of Python books
- python-book
- learning-python
- book
- python-cookbook