🦉 Data Versioning and ML Experiments
☆15,448Mar 14, 2026Updated this week
Alternatives and similar repositories for dvc
Users that are interested in dvc are comparing it to the libraries listed below
Sorting:
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,170Jun 2, 2025Updated 9 months ago
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆24,730Updated this week
- Build, Manage and Deploy AI/ML Systems☆9,956Updated 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.☆41,799Updated this week
- Always know what to expect from your data.☆11,257Mar 14, 2026Updated last week
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆10,790Mar 13, 2026Updated last week
- Streamlit — A faster way to build and share data apps.☆43,928Updated this week
- Parallel computing with task scheduling☆13,765Mar 12, 2026Updated last week
- The Open Source Feature Store for AI/ML☆6,808Updated this week
- Data-Centric Pipelines and Data Versioning☆6,290Feb 3, 2025Updated last year
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,520Updated this week
- Prefect is a workflow orchestration framework for building resilient data pipelines in Python.☆21,910Updated this week
- Modin: Scale your Pandas workflows by changing a single line of code☆10,363Feb 10, 2026Updated last month
- Machine Learning Toolkit for Kubernetes☆15,519Jan 5, 2026Updated 2 months ago
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,926Mar 10, 2026Updated last week
- A game theoretic approach to explain the output of any machine learning model.☆25,131Mar 12, 2026Updated last week
- Hydra is a framework for elegantly configuring complex applications☆10,256Feb 7, 2026Updated last month
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,255Mar 5, 2026Updated 2 weeks ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆35,108Updated this week
- 📚 Parameterize, execute, and analyze notebooks☆6,400Mar 8, 2026Updated last 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…☆8,492Mar 1, 2026Updated 2 weeks ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,733Mar 9, 2026Updated last week
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …☆6,567Mar 13, 2026Updated last week
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,697Mar 9, 2026Updated last week
- A system for quickly generating training data with weak supervision☆5,937May 2, 2024Updated last year
- An orchestration platform for the development, production, and observation of data assets.☆15,107Updated this week
- Extremely fast Query Engine for DataFrames, written in Rust☆37,750Mar 13, 2026Updated last week
- Python packaging and dependency management made easy☆34,300Updated this week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,679Dec 1, 2025Updated 3 months ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,308Mar 10, 2026Updated last week
- Production infrastructure for machine learning at scale☆8,028Jun 12, 2024Updated last year
- A hyperparameter optimization framework☆13,721Updated this week
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,352Updated this week
- Label Studio is a multi-type data labeling and annotation tool with standardized output format☆26,726Updated this week
- An open source python library for automated feature engineering☆7,623Feb 3, 2026Updated last month
- Low-code framework for building custom LLMs, neural networks, and other AI models☆11,657Updated this week
- Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.☆4,358Oct 22, 2025Updated 4 months ago
- A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.☆9,729Mar 3, 2026Updated 2 weeks ago
- Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows. Flyte 2 now available locally: https…☆6,885Updated this week