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.
☆1,895Jan 2, 2026Updated 9 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.☆14,680Sep 17, 2026Updated 3 weeks ago
- Koalas: pandas API on Apache Spark☆3,372Mar 20, 2024Updated 2 years ago
- AI Infra / AI Orchestration / AI Control Plane☆3,740Sep 30, 2026Updated last week
- Low-code framework for building custom LLMs, neural networks, and other AI models☆11,772Updated 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.☆44,004Updated this 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.
- The Open Source Feature Store for AI/ML☆7,322Updated this week
- High performance model preprocessing library on PyTorch☆640Mar 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…☆28,336Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,783Mar 23, 2026Updated 6 months ago
- 🦉 Data Versioning and ML Experiments☆15,909Updated this week
- Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark☆5,244Updated this week
- MLeap: Deploy ML Pipelines to Production☆1,546Updated this week
- Build, Manage and Deploy AI/ML Systems☆10,299Updated this week
- Modin: Scale your Pandas workflows by changing a single line of code☆10,392Feb 10, 2026Updated 8 months ago
- 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.
- PyTorch extensions for high performance and large scale training.☆3,404Apr 26, 2025Updated last year
- Distributed Computing for AI Made Simple☆1,048Mar 19, 2023Updated 3 years ago
- PyTorch elastic training☆726Jun 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…☆8,515Apr 1, 2026Updated 6 months ago
- Parallel computing with task scheduling☆13,934Sep 29, 2026Updated last week
- A uniform interface to run deep learning models from multiple frameworks☆944Jan 3, 2024Updated 2 years ago
- Apache Arrow is the universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics☆17,240Updated this week
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆3,206Feb 9, 2026Updated 8 months ago
- cuDF - GPU DataFrame Library☆9,774Updated this 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.
- Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also…☆7,670Updated this week
- Data-Centric Pipelines and Data Versioning☆6,312Feb 3, 2025Updated last year
- The Cloud Native AI Platform☆15,898Sep 30, 2026Updated last week
- Deep universal probabilistic programming with Python and PyTorch☆9,065Updated this 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☆6,014Sep 14, 2026Updated 3 weeks ago
- Open Source ML Model Versioning, Metadata, and Experiment Management☆1,752Jul 23, 2024Updated 2 years ago
- 📚 Parameterize, execute, and analyze notebooks☆6,491Updated this week
- Deep Learning Pipelines for Apache Spark☆1,987Mar 30, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Production infrastructure for machine learning at scale☆8,009Jun 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☆7,688Sep 11, 2026Updated last month
- Hydra is a framework for elegantly configuring complex applications☆10,692Updated this week
- A low-latency prediction-serving system☆1,419Apr 26, 2021Updated 5 years ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆36,403Updated this week
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,548Sep 14, 2026Updated 3 weeks ago