Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Cluster scheduling, GPU sharing, serverless compute and the distributed execution layer.
Signals: gpu, cuda, distributed-computing, kubernetes, ray, slurm, serverless, hpc
649 results
Python 3.8+ toolbox for submitting jobs to Slurm
MLOps Platform
Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required
Neural network-based chess engine capable of natural language commentary
OpenCL 1.2 implementation for Tensorflow
Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)
A Julia wrapper for TensorFlow
Samples for Intel® oneAPI Toolkits
Bare bone examples of machine learning in TensorFlow
Project Flogo is an open source ecosystem of opinionated event-driven capabilities to simplify building efficient & modern serverless functions, microservices & edge apps.
Object detection for video surveillance
Cross-platform, customizable multimedia/video processing framework. With strong GPU acceleration, heterogeneous design, multi-language support, easy to use, multi-framework compatible and high performance, the framework is ideal for transcoding, AI inference, algorithm integration, live video streaming, and more.
A streamlined CMake build system foundation for developing HPC software
REST Server Tests (Echo-Server) API / Docker / Kubernetes / Helm
This repository is designed to provide guidance for implementing comprehensive test suites for serverless applications.
Declarative K8s e2e testing
This docker container allows you to see up to date reports simply mounting your "allure-results" directory in the container (for a Single Project) or your "projects" directory (for Multiple Projects). Every time appears new results (generated for your tests), Allure Docker Service will detect those changes and it will generate a new report automatically (optional: send results / generate report through API), what you will see refreshing your browser.
Test your code without writing mocks with ephemeral Docker containers 📦 Setup popular services with just a couple lines of code ⏱️ No bash, no yaml, only code 💻
A powerful testing tool for Kubernetes clusters.
Testinfra test your infrastructures
Automation for Kubernetes development and testing. Spin up production-like environments for development, testing, and CI on demand. Use the same configuration and workflows at every step of the process. Speed up your builds and test runs via shared result caching
A toy physically based GPU path tracer (C++/OpenGL/GLSL)
Kubernetes course on Udemy from @BretFisher and @jpetazzo
In-depth and hands-on practice for acing the exam.
24,545 repositories in the index in total.
