Tool reviews: Machine learning

Tools for building and working with machine-learning systems. Compare integration requirements, supported workflows, and the limits noted during review.

Category guide →Curated collections →All reviewed tools

API 9

APIs 6 Communication 3

Cloud 10

Cloud compute 2 Cloud networking 1 Application platforms 1 Cloud serverless 1 Cloud storage 5

Data science 4

Machine learning 4

Database 34

Document databases 3 Key-value databases 7 Database management 18 Relational databases 6

DevOps 86

API management 1 CI/CD 8 Containers 12 Infrastructure automation 24 Log management 7 Message queues 13 Network monitoring 4 Observability 10 Streaming 2 Web servers 5

Development 173

API clients 8 App distribution 1 Backend frameworks 9 Benchmarking / Load testing 3 Browser testing 1 Code collaboration 2 Dependency management 2 Documentation 7 Frontend frameworks 50 Git tools 15 IDEs 10 Internal tools 3 Local development 3 Microservices 1 Package managers 13 Site search 2 Source control 6 Testing frameworks 10 Text editors 7 UI builders 6 Workflow management 14

Security 19

Authentication 11 Secrets management 3 Vulnerability management 5

Systems 22

Browser utilities 8 Programming languages 5 Operating systems 9

Terminal 93

Terminal emulators 5 Terminal utilities 88

Browse categories