Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
☆1,888Jan 2, 2026Updated 6 months ago
Alternatives and similar repositories for petastorm
Users that are interested in petastorm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,692Jun 20, 2026Updated last month
- Koalas: pandas API on Apache Spark☆3,371Mar 20, 2024Updated 2 years ago
- AI Infra / AI Orchestration / AI Control Plane☆3,715Jul 15, 2026Updated last week
- Low-code framework for building custom LLMs, neural networks, and other AI models☆11,743Updated 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.☆43,305Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The Open Source Feature Store for AI/ML☆7,142Updated this week
- High performance model preprocessing library on PyTorch☆641Mar 29, 2024Updated 2 years ago
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆27,140Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,763Mar 23, 2026Updated 3 months ago
- 🦉 Data Versioning and ML Experiments☆15,768Updated this week
- Simple and Distributed Machine Learning☆5,232Jul 6, 2026Updated 2 weeks ago
- MLeap: Deploy ML Pipelines to Production☆1,539Jul 10, 2026Updated last week
- Build, Manage and Deploy AI/ML Systems☆10,190Updated this week
- Distributed Computing for AI Made Simple☆1,047Mar 19, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Modin: Scale your Pandas workflows by changing a single line of code☆10,395Feb 10, 2026Updated 5 months ago
- PyTorch extensions for high performance and large scale training.☆3,411Apr 26, 2025Updated last year
- PyTorch elastic training☆727Jun 15, 2022Updated 4 years ago
- 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 3 months ago
- Parallel computing with task scheduling☆13,865Updated this week
- A uniform interface to run deep learning models from multiple frameworks☆943Jan 3, 2024Updated 2 years ago
- Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics☆16,944Updated this week
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆3,147Feb 9, 2026Updated 5 months ago
- cuDF - GPU DataFrame Library☆9,709Updated 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.
- Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.☆7,147Updated this week
- Machine Learning Toolkit for Kubernetes☆15,789Jul 10, 2026Updated last week
- Data-Centric Pipelines and Data Versioning☆6,297Feb 3, 2025Updated last year
- Deep universal probabilistic programming with Python and PyTorch☆9,025Jul 10, 2026Updated last week
- TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.☆3,846Jul 10, 2023Updated 3 years ago
- A system for quickly generating training data with weak supervision☆5,992Jun 8, 2026Updated last month
- Open Source ML Model Versioning, Metadata, and Experiment Management☆1,745Jul 23, 2024Updated last year
- 📚 Parameterize, execute, and analyze notebooks☆6,459Jul 6, 2026Updated 2 weeks ago
- Deep Learning Pipelines for Apache Spark☆1,989Mar 30, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Production infrastructure for machine learning at scale☆8,012Jun 12, 2024Updated 2 years ago
- Read and write Tensorflow TFRecord data from Apache Spark.☆300Apr 22, 2024Updated 2 years ago
- An open source python library for automated feature engineering☆7,665Updated this week
- AIStore: scalable storage for AI applications☆1,896Updated this week
- A low-latency prediction-serving system☆1,421Apr 26, 2021Updated 5 years ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆36,028Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,243Updated this week