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mlops
A python package for benchmarking interpretability techniques on Transformers.
Library for Knowledge Intensive Language Tasks
📊 A simple command-line utility for querying and monitoring GPU status
♾️ CML - Continuous Machine Learning | CI/CD for ML
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloud
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
ArangoML Pipeline is a common and extensible Metadata Layer for Machine Learning Pipelines based on ArangoDB.
A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind.
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
⚡VoltaML is a lightweight library to convert and run your ML/DL deep learning models in high performance inference runtimes like TensorRT, TorchScript, ONNX and TVM.
⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end…
MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
Multi Model Server is a tool for serving neural net models for inference
dstack is a lightweight, open-source alternative to Kubernetes & Slurm, simplifying AI container orchestration with multi-cloud & on-prem support. It natively supports NVIDIA, AMD, TPU, and Intel a…
Want to get notified on the progress of your TensorFlow model training? Enter, a TensorFlow Keras callback to send notifications on the messaging app of your choice.
MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automate…
Machine Learning Toolkit for Kubernetes
🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 15+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.