♾️ CML - Continuous Machine Learning | CI/CD for ML
☆4,186Jun 2, 2025Updated last year
Alternatives and similar repositories for cml
Users that are interested in cml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🦉 Data Versioning and ML Experiments☆15,801Updated this week
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆718Sep 13, 2023Updated 2 years ago
- A curated list of references for MLOps☆14,136Nov 21, 2024Updated last year
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,764Updated this week
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,830Aug 1, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆10,950Updated this week
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆27,409Updated this week
- Build, Manage and Deploy AI/ML Systems☆10,207Updated this week
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,545Updated this week
- Always know what to expect from your data.☆11,698Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,766Mar 23, 2026Updated 4 months ago
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …☆6,813Updated this week
- Version control for machine learning☆1,682Feb 25, 2025Updated last year
- Production infrastructure for machine learning at scale☆8,013Jun 12, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The Open Source Feature Store for AI/ML☆7,198Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,789Updated this week
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,541Jul 17, 2025Updated last year
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆4,040Dec 28, 2025Updated 7 months ago
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,277Updated this week
- AI Infra / AI Orchestration / AI Control Plane☆3,717Updated this week
- A system for quickly generating training data with weak supervision☆6,001Jun 8, 2026Updated 2 months ago
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆295Dec 11, 2024Updated last year
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆161Jul 20, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 🌊 Online machine learning in Python☆5,909Updated this week
- Streamlit — A faster way to build and share data apps.☆45,512Updated this week
- Hydra is a framework for elegantly configuring complex applications☆10,577Updated this week
- Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per s…☆8,509Apr 1, 2026Updated 4 months ago
- Low-code framework for building custom LLMs, neural networks, and other AI models☆11,749Updated this week
- A game theoretic approach to explain the output of any machine learning model.☆25,675Updated this week
- An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model perf…☆2,830Jan 10, 2025Updated last year
- Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and train…☆9,226May 21, 2026Updated 2 months ago
- Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.☆6,222Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆196Updated this week
- Machine Learning Toolkit for Kubernetes☆15,805Jul 10, 2026Updated 3 weeks ago
- Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.☆7,181Updated this week
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆43,466Updated this week
- Data-Centric Pipelines and Data Versioning☆6,302Feb 3, 2025Updated last year
- 📚 Parameterize, execute, and analyze notebooks☆6,466Jul 6, 2026Updated last month
- Prefect is a workflow orchestration framework for building resilient data pipelines in Python.☆23,568Updated this week