Reverse Dependencies of ray

The following projects have a declared dependency on ray:

• rayleaf — RayLEAF: a flexible, highly-scalable benchmark for federated learning
• raynest — raynest: Parallel nested sampling based on ray
• raysecretsproxy — A Ray native mechanism of interacting with cloud-provider secrets management.
• rayvens — Rayvens augments Ray with events.
• rcmodel — 3R2C Resistor Capacitor Model for simplified building thermal simulation
• reaction-network — Reaction-network is a Python package for synthesis planning and predicting chemical reaction pathways in inorganic materials synthesis.
• recbole — A unified, comprehensive and efficient recommendation library
• reciprocalspaceship — Tools for exploring reciprocal space
• redis-admin-client — High level redis client
• RelevanceAI-Workflows-Core — no summary
• relik — Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget
• remoterl — Remote RL for training and inference on AWS SageMaker
• rems — Robotics Educational Middleware System
• ReplicantDriveSim — A Unity Traffic Simulation
• res-reg-lmnt-awikner — Package for testing regularization performance on reservoir computer predictions
• riann — A Neural Network for attitude estimation using IMU data
• ride — Training wheels, side rails, and helicopter parent for your Deep Learning projects using Pytorch
• rizemind — RIZE DML: suite of Flower extensions for Decentralizing Machine Learning
• rl-games — no summary
• rl-games-y — no summary
• rld — A development tool for evaluation and interpretability of reinforcement learning agents.
• rldec — RLDec is a decomposition tool that analyzes the source code of a monolithic Java application and suggests the recommended microservices for each class in the system using a Deep Reinforcement Learning based method.
• rlgraph — A Framework for Modular Deep Reinforcement Learning
• rllib-emecom — Framework for Emergent Communication using RLlib
• rlskyjo — Multi-Agent Reinforcement Learning Environment for the card game SkyJo, compatible with PettingZoo and RLLIB
• roadtrip-tools — Generally useful tools built for AI-enabled EV navigation
• roboml — Machine learning models optimized for robotics experimentation and deployment
• rt-stoppers-contrib — Additional stoppers for ray tune
• sail — Python package for streaming data and incremental learning
• sbmlsim — sbmlsim are utilities for simulation of SBML.
• scalingtheunet — This project is the source code to our paper.
• scikit-decide — The AI framework for Reinforcement Learning, Automated Planning and Scheduling
• scikit-longitudinal — Scikit-longitudinal is an open-source Python library for longitudinal data analysis, building on Scikit-learn's foundation with tools tailored for repeated measures data.
• sconce-scms — Spherical and Conic Cosmic Web Finders with Extended SCMS Algorithms
• scTenifoldpy — scTenifoldpy
• scvi-tools — Deep probabilistic analysis of single-cell omics data.
• sdap-os — Demo of usage of object storage for SDAP
• secretflow — SecretFlow Full
• secretflow-rayfed — A multiple parties joint, distributed execution engine based on Ray,to help build your own federated learning frameworks in minutes.
• segar — no summary
• selector-ac — Selector: Ensemble-Based Automated Algorithm Configuration
• selfreplicator — no summary
• sem-desc — Package providing basic functionalities for the semantic modeling problem
• sentinelhub — Python API for Sentinel Hub
• serverless-llm — no summary
• sf-hamilton — Hamilton, the micro-framework for creating dataframes.
• sf-hamilton-sdk — Hamilton SDK for reading and writing to the Hamilton backend APIs that support the UI.
• shrike — Python utilities for compliant Azure machine learning
• siatune — no summary
• sim_rl — Simulation Driven RL Package Utilized to Optimize Queueing Systems
• simlify — Simplify your molecular simulation workflow.
• SimplePipeline — no summary
• simplepytorch — Setup and train deep nets with PyTorch. Opinionated and Simple.
• sinagot — Python lightweight workflow management framework with data exploration features
• skeletor-ml — A lightweight module for research experiment reproducibility and analysis
• skypilot — SkyPilot: An intercloud broker for the clouds
• skypilot-im — SkyPilot: An intercloud broker for the clouds
• skypilot-impala — SkyPilot: An intercloud broker for the clouds
• skypilot-nightly — SkyPilot: An intercloud broker for the clouds
• SLP — Speech, Language and Multimodal Processing models and utilities in PyTorch
• slurmray — SlurmRay is a module for effortlessly distributing tasks on a Slurm cluster using the Ray library.
• smallpond — A lightweight data processing framework built on DuckDB and shared file system.
• smart-parallelize — no summary
• smarts — no summary
• smnsr — SMNSR
• snapper-ml — A framework for reproducible machine learning
• space-datasets — Unified storage framework for machine learning datasets
• spaceray — Integration of HyperSpace with Ray Tune search automation.
• spacy-ray — Parallel and distributed training with spaCy and Ray
• spamdfba — no summary
• sparrow-python — no summary
• spelunker — spelunker: a library to extract guidestar data and observe technical and stellar events
• stabilizer-toolkit — A toolkit for working with the stabilizer formalism: stabilizer states, rank, decompositions, etc.
• star-ray — A multi-agent simulation platform based on the distributed computing platform `ray`.
• statsforecast — Time series forecasting suite using statistical models
• stDiff-sc — a diffusion model to impute ST data by learn scRNA-seq data
• stellarmortis — A package to synthesise populations of dead stars and calculate microlensing events caused by this population.
• steps-autoencoder — An Autoencoder for Steps Data
• streaming-infer — streaming_infer
• Streamlined — Make ML or generic pipeline more streamlined
• StrucPy — Object Oriented Structural Analysis
• stubborn — An Environment for Evaluating Stubbornness between Agents with Aligned Incentives
• sudocode — A simple Python library
• sun-dic — Stellenbosch University Digital Image Correlation Library
• sunray — More robust ray
• supply-depot — Useful python components for research
• swarming — Swarming is a library that features both parallel and serial implementation of the PSO algorithm.
• Syllabus-RL — A library for training RL agent with curriculum learning
• synapse-sdk — synapse sdk
• syne-tune — Distributed Hyperparameter Optimization on SageMaker
• synthesized — Synthesized SDK
• synthetic-aia-mia — AIA and MIA attack versus synthetic and real data.
• sysflow — A utility to saving time (time is flow)
• syspop — no summary
• tabensemb — A framework to ensemble model bases and evaluate various models for tabular predictions.
• tacc-inf — Efficient LLM inference on Slurm clusters using vLLM (for TACC).
• tamu-axolotl — 2021.04.08
• tasrif — no summary
• teby — A simple Python library
• tensor-evolution — Evolutionary algorithm for neural network structure