google / space
Unified storage framework for the entire machine learning lifecycle
☆155Updated last year
Alternatives and similar repositories for space:
Users that are interested in space are comparing it to the libraries listed below
- Ray-based Apache Beam runner☆43Updated last year
- IbisML is a library for building scalable ML pipelines using Ibis.☆104Updated 2 months ago
- Ray - A curated list of resources: https://github.com/ray-project/ray☆52Updated last month
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆80Updated 2 years ago
- Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K …☆79Updated 2 months ago
- Drift detection module for machine learning pipelines.☆21Updated last year
- A scalable & efficient active learning/data selection system for everyone.☆214Updated 8 months ago
- Distributed XGBoost on Ray☆147Updated 8 months ago
- An fsspec implementation for the lakeFS project☆46Updated this week
- A portable Pythonic Data Lakehouse powered by Ray that brings exabyte-level scalability and fast, ACID-compliant, change-data-capture to …☆195Updated this week
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated 10 months ago
- PyTorch per step fault tolerance (actively under development)☆265Updated this week
- 🤝 Trade any tensors over the network☆30Updated last year
- Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature sto…☆91Updated 9 months ago
- TorchFix - a linter for PyTorch-using code with autofix support☆136Updated last month
- Tracking Ray Enhancement Proposals☆50Updated 3 weeks ago
- AI Data Management & Evaluation Platform☆215Updated last year
- experiments with inference on llama☆104Updated 9 months ago
- UniSim is a package for efficient similarity computation, fuzzy matching, and clustering of data.☆132Updated 2 months ago
- End-to-End LLM Guide☆104Updated 8 months ago
- Machine Learning Serving focused on GenAI with simplicity as the top priority.☆58Updated 2 months ago
- MLFlow Deployment Plugin for Ray Serve☆44Updated 2 years ago
- ☆58Updated last year
- Check for data drift between two OpenAI multi-turn chat jsonl files.☆37Updated 11 months ago
- WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.☆18Updated 2 years ago
- Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.☆94Updated 8 months ago
- FIL backend for the Triton Inference Server☆76Updated this week
- Ray provider for Apache Airflow☆47Updated last year
- 📈 Log and track ML metrics, parameters, models with Git and/or DVC☆171Updated this week