cog
Model deployer
A tool for packaging and deploying machine learning models in a standard, production-ready container environment.
Containers for machine learning
8k stars
69 watching
568 forks
Language: Python
last commit: about 1 month ago
Linked from 1 awesome list
aicontainerscudadeep-learningdockermachine-learningpytorchtensorflow
Related projects:
Repository | Description | Stars |
---|---|---|
aws/deep-learning-containers | Pre-built Docker images for training and serving deep learning models on AWS. | 1,021 |
tensorflow/serving | A high-performance serving system for machine learning models in production environments. | 6,195 |
chainer/chainer | A flexible framework for building and training neural networks | 5,899 |
jpetazzo/container.training | Training materials and code samples for learning Docker, containers, and orchestration | 3,664 |
trn84/recipe-wizard | Automates creation of Docker containers for running OpenGL and CUDA applications on remote servers with optional integration of ROS, Gazebo, and Python deep learning tools. | 40 |
ahkarami/deep-learning-in-production | A collection of notes and references on deploying deep learning models in production environments | 4,313 |
ml-tooling/opyrator | Automates conversion of machine learning code into production-ready microservices with web API and GUI. | 3,116 |
thudm/cogvlm | Develops a state-of-the-art visual language model with applications in image understanding and dialogue systems. | 6,182 |
bentoml/bentoml | An open-source Python framework for building model inference APIs and serving AI models in production environments. | 7,222 |
oegedijk/explainerdashboard | A Python library for building interactive dashboards to explain machine learning models | 2,321 |
dotnet/machinelearning | A cross-platform machine learning framework for .NET that enables developers to build, train, and deploy models without prior expertise in ML. | 9,071 |
genuinetools/img | A tool for building and managing container images without requiring root privileges. | 3,916 |
microsoft/synapseml | A library for building scalable machine learning pipelines on distributed computing frameworks like Apache Spark | 5,083 |
osmr/imgclsmob | Research and development of deep learning networks for computer vision tasks | 2,984 |
coqui-ai/stt | A toolkit for building and deploying speech-to-text models using deep learning techniques | 2,302 |