# Machine Learning Feature Stores

> Search results for `feature store for serving features to models` on awesome-repositories.com. 120 total matches; showing the first 50.

Explore on the web: https://awesome-repositories.com/q/feature-store-for-serving-features-to-models

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## Results

- [dragonflydb/dragonfly](https://awesome-repositories.com/repository/dragonflydb-dragonfly.md) (30,688 ⭐) — Dragonfly is a high-performance, multi-model in-memory data store designed to serve as a drop-in replacement for existing database infrastructures. By utilizing a multi-threaded, shared-nothing architecture and a fiber-based concurrency model, it maximizes CPU utilization and minimizes latency for read and write operations. The system supports a wide range of data structures, including strings, hashes, lists, sets, sorted sets, and JSON documents, while maintaining full compatibility with standard industry wire protocols and client libraries.

What distinguishes Dragonfly is its focus on effic
- [mindsdb/mindsdb](https://awesome-repositories.com/repository/mindsdb-mindsdb.md) (39,313 ⭐) — MindsDB is an AI-native database engine that treats machine learning models and autonomous agents as virtual tables. By mapping external data sources, predictive models, and third-party services directly into the database schema, it enables users to perform inference, data retrieval, and complex orchestration using standard SQL syntax.

The platform distinguishes itself through an autonomous agent orchestrator that executes iterative reasoning loops, allowing agents to plan data access and synthesize natural language responses from connected knowledge bases. It functions as a federated data ga
- [feature-engine/feature_engine](https://awesome-repositories.com/repository/feature-engine-feature-engine.md) (2,247 ⭐) — Feature engineering and selection open-source Python library compatible with sklearn.
- [devcontainers/cli](https://awesome-repositories.com/repository/devcontainers-cli.md) (2,482 ⭐) — This is a command line tool for building and managing isolated development environments based on the Development Container Specification. It functions as an OCI container image builder and a provisioner for instantiating standardized containers within automated continuous integration workflows.

The tool includes a system for injecting pre-configured software and toolsets into containers using a registry of reusable installation modules. This allows for the creation of shareable features and the installation of specific languages, CLI tools, and software dependencies.

It covers the automation
- [google/cpu_features](https://awesome-repositories.com/repository/google-cpu-features.md) (2,607 ⭐) — A cross platform C99 library to get cpu features at runtime.
- [open-compass/vlmevalkit](https://awesome-repositories.com/repository/open-compass-vlmevalkit.md) (3,824 ⭐) — VLMEvalKit is a vision-language model evaluation framework and inference engine designed to run standardized benchmarks and measure model accuracy across diverse visual datasets. It serves as a multimodal model benchmark and performance toolkit for calculating metrics and comparing model responses.

The toolkit includes a specialized visual reasoning evaluator that uses adversarial samples to distinguish actual image understanding from reliance on language patterns. It also provides capabilities for image generation evaluation, testing a model's ability to create or modify visuals based on tex
- [marcuswestin/store.js](https://awesome-repositories.com/repository/marcuswestin-store-js.md) (13,983 ⭐) — Store.js is a client-side state persistence library and web storage abstraction layer. It provides a consistent browser key-value storage wrapper that manages the persistence of application state across sessions using the most capable available local storage mechanism.

The engine is extensible, allowing for the integration of custom storage backends and plugins to modify how data is read and written. It functions as a reactive web storage manager, monitoring specific keys to trigger notifications when stored values are updated.

The library handles automatic data serialization for complex typ
- [formbricks/formbricks](https://awesome-repositories.com/repository/formbricks-formbricks.md) (12,391 ⭐) — Formbricks is an open-source survey and feedback platform designed to help teams capture and analyze user insights through targeted, in-app, and website-based interactions. It functions as a comprehensive customer experience analytics system that allows organizations to maintain full control over their data, user attributes, and survey workflows.

The platform distinguishes itself through its event-driven architecture, which enables precise behavioral targeting by triggering surveys based on specific user actions or application events. It supports deep integration with external ecosystems by a
- [viljamis/feature.js](https://awesome-repositories.com/repository/viljamis-feature-js.md) (3,148 ⭐) — Feature.js is a fast, simple and lightweight browser feature detection library in 1kb.
- [opensource-opentype/features](https://awesome-repositories.com/repository/opensource-opentype-features.md) (22 ⭐) — OpenType feature reference material
- [ghostty-org/ghostty](https://awesome-repositories.com/repository/ghostty-org-ghostty.md) (56,570 ⭐) — Ghostty is a cross-platform terminal emulator that utilizes GPU-accelerated rendering to provide high-performance text output and low-latency input. It functions as a unified terminal environment, maintaining consistent feature parity and configuration across different operating systems through a specialized windowing abstraction layer.

The application is built on a declarative configuration engine that allows users to manage settings, keybindings, and visual themes using modular, plain-text files. It supports dynamic hot-reloading, enabling users to apply configuration changes in real-time w
- [localforage/localforage](https://awesome-repositories.com/repository/localforage-localforage.md) (25,755 ⭐) — This project is an asynchronous key-value store designed for client-side data persistence. It provides a unified interface that allows applications to save and retrieve complex data types, including binary objects, while maintaining responsiveness through non-blocking operations. By enabling offline-first functionality, it ensures that data remains accessible even when a network connection is unavailable.

The library distinguishes itself through a driver-based abstraction layer that automatically detects the most efficient storage mechanism available in the current browser or mobile environme
- [mozilla/localforage](https://awesome-repositories.com/repository/mozilla-localforage.md) (25,780 ⭐) — localForage is a browser storage wrapper and key-value store that provides a unified JavaScript API for persisting data. It acts as an abstraction layer over IndexedDB, WebSQL, and localStorage, allowing web applications to save data offline.

The library features a priority-based driver fallback system that automatically detects and selects the most capable storage engine available in the browser. It simplifies data management by providing an asynchronous interface for storing complex JavaScript objects and binary buffers without requiring manual serialization.

The project covers broad capab
- [chainlit/chainlit](https://awesome-repositories.com/repository/chainlit-chainlit.md) (12,213 ⭐) — Chainlit is a Python framework designed for building and deploying interactive, stateful conversational AI interfaces. It provides a backend-driven platform that connects language models and agent frameworks to a web-based chat frontend, managing the complexities of session state, message history, and real-time communication.

The framework distinguishes itself by offering a component-based UI builder that allows developers to inject interactive widgets, rich media, and data visualizations directly into the chat stream. It supports the visualization of complex agent workflows, enabling users t
- [willkoehrsen/feature-selector](https://awesome-repositories.com/repository/willkoehrsen-feature-selector.md) (2,234 ⭐) — Feature selector is a tool for dimensionality reduction of machine learning datasets.
- [fastapi/fastapi](https://awesome-repositories.com/repository/fastapi-fastapi.md) (99,260 ⭐) — FastAPI is a web framework for building APIs with Python. It leverages standard language type hints to provide automatic data validation, request parsing, and interactive API documentation generation. The framework supports asynchronous request handling and manages execution contexts to prevent blocking the main event loop.

The project includes a dependency injection system that allows for the resolution and injection of reusable components into request handlers. This system supports request-scoped caching, lifecycle management, and integration with security mechanisms like OAuth2 and JSON We
- [jundongl/scikit-feature](https://awesome-repositories.com/repository/jundongl-scikit-feature.md) (1,571 ⭐) — open-source feature selection repository in python
- [deeppavlov/deeppavlov](https://awesome-repositories.com/repository/deeppavlov-deeppavlov.md) (6,985 ⭐) — DeepPavlov is a conversational AI framework and deep learning NLP library designed for building end-to-end dialogue systems and chatbots. It functions as an NLP pipeline orchestrator that allows users to compose pre-trained models and text processing components into sequential data flows for complex linguistic tasks.

The system is distinguished by its ability to act as a chatbot deployment server, exposing trained conversational models as web services via REST and Socket APIs. It utilizes JSON-based pipeline configurations and dynamic variable interpolation to decouple model logic from infras
- [mlflow/mlflow](https://awesome-repositories.com/repository/mlflow-mlflow.md) (26,554 ⭐)
- [readme/featured](https://awesome-repositories.com/repository/readme-featured.md) (0 ⭐)
- [allinurl/goaccess](https://awesome-repositories.com/repository/allinurl-goaccess.md) (20,242 ⭐) — This project is a terminal-based log analyzer and real-time traffic monitoring system designed for web server environments. It processes raw server access logs to generate structured statistical insights, providing visibility into visitor behavior, bandwidth usage, and request latency. The tool functions as a high-performance utility capable of handling large-scale datasets through multi-threaded parsing and memory-efficient data structures.

The software distinguishes itself by offering both an interactive terminal interface and a web-based dashboard that updates in real-time via WebSocket st
- [ericlbuehler/mistral.rs](https://awesome-repositories.com/repository/ericlbuehler-mistral-rs.md) (6,597 ⭐) — mistral.rs is an inference engine for large language models that runs locally and exposes models behind OpenAI and Anthropic-compatible APIs. It serves as a multi-model serving platform, capable of loading several models in a single server process with per-request routing and on-demand loading and unloading. The engine supports multimodal inference, processing text alongside images, video, audio, and speech inputs, and includes a quantized model deployment runtime that reduces memory use and speeds up inference on consumer hardware.

The project distinguishes itself through an agentic tool exe
- [fastapi/sqlmodel](https://awesome-repositories.com/repository/fastapi-sqlmodel.md) (18,137 ⭐) — SQLModel is a type-safe object-relational mapping library for Python that integrates database schema definitions with data validation logic. By combining these two roles into a single class, it allows developers to manage relational data structures and enforce data integrity for web APIs simultaneously. The framework is built to support asynchronous database operations, enabling high-performance applications to execute queries and transactions without blocking the main execution thread.

The library distinguishes itself by leveraging Python type hints to provide IDE autocompletion and compile-
- [rse/es6-features](https://awesome-repositories.com/repository/rse-es6-features.md) (6,163 ⭐) — This project is a reference catalogue of the new syntax and behavioral changes introduced in the ECMAScript 6 (ES6) specification for JavaScript. It serves as a curated overview and comparison table of the language features defined by the standard, documenting additions such as block scoping with `let` and `const`, arrow function syntax, default parameter handling, and rest parameter collection.

The reference is structured as a side-by-side comparison chart that maps old and new JavaScript syntax patterns, providing a focused guide for each capability. It covers the core language fundamentals
- [rednote-hilab/dots.ocr](https://awesome-repositories.com/repository/rednote-hilab-dots-ocr.md) (7,695 ⭐) — dots.ocr is a suite of software utilities for document layout analysis, multilingual optical character recognition, and scene text digitization. It functions as an engine for extracting digital text and structured layout data from images and PDFs across various human scripts.

The project includes a specialized transformer for converting charts, diagrams, and chemical formulas from raster images into scalable vector graphics. It also provides a pipeline to transform extracted text and structural layout from documents and web screenshots into formatted Markdown files.

The system covers capabil
- [typesupply/opentype-feature-intro](https://awesome-repositories.com/repository/typesupply-opentype-feature-intro.md) (121 ⭐) — An introduction to OpenType features for type designers.
- [embarcadero/dev-cpp](https://awesome-repositories.com/repository/embarcadero-dev-cpp.md) (2,882 ⭐) — Dev-Cpp is a comprehensive development suite that serves as a C++ integrated development environment, a cross-platform application builder, and a visual UI designer. It provides a toolchain for writing, compiling, and debugging native C++ applications on Windows, while offering a framework to create native binaries for desktop, mobile, and IoT devices from a single codebase.

The project distinguishes itself by integrating an embedded SQL database engine and a REST API development platform directly into the workflow. It includes an AI-assisted coding tool that leverages large language models t
- [cifertech/esp32-div](https://awesome-repositories.com/repository/cifertech-esp32-div.md) (2,552 ⭐) — ESP32-DIV is a handheld wireless pentesting platform designed for analyzing and disrupting a wide range of wireless protocols. It functions as a multi-band radio analyzer, RFID and NFC tag manipulator, and GPS wardriving logger, providing a unified interface for security auditing and signal research.

The project distinguishes itself through a modular radio abstraction that allows switching between Wi-Fi, BLE, Sub-GHz, RFID/NFC, and infrared hardware modules. It features a touch-driven TFT interface for navigating toolsets and managing signal profiles, as well as the ability to emulate Bluetoo
- [modular/modular](https://awesome-repositories.com/repository/modular-modular.md) (26,357 ⭐) — Modular is a unified machine learning development platform designed for building, compiling, and deploying high-performance neural network models. It provides a comprehensive execution engine that supports both local and production-grade inference, enabling developers to manage the entire model lifecycle from initial architecture definition to scalable, containerized service deployment.

The platform distinguishes itself through a hardware-agnostic runtime that abstracts diverse silicon architectures, allowing models to execute efficiently across varied compute environments. It includes a spec
- [jonathan-bird/feature-switch](https://awesome-repositories.com/repository/jonathan-bird-feature-switch.md) (0 ⭐) — Feature Switching (made easy) for PHP
- [paddlepaddle/paddlenlp](https://awesome-repositories.com/repository/paddlepaddle-paddlenlp.md) (12,953 ⭐) — PaddleNLP is a development library and toolkit for training, fine-tuning, and deploying large and small language models using the PaddlePaddle framework. It provides a comprehensive suite for the entire natural language processing lifecycle, from model development to high-performance inference.

The project features a standardized model zoo for loading and managing pre-trained models and tokenizers through a unified interface. It distinguishes itself with a specialized model compression framework that reduces memory footprints via weight precision conversion and lossless size optimization, alo
- [capsoftware/cap](https://awesome-repositories.com/repository/capsoftware-cap.md) (17,026 ⭐) — Cap is a self-hosted screen recording and video collaboration platform designed for teams to replace synchronous meetings with asynchronous video updates. It provides a comprehensive suite for capturing high-resolution desktop activity, including system audio, microphone input, and camera overlays, which are then processed through an integrated post-production workflow.

The platform distinguishes itself by offering full data sovereignty through containerized deployment and object storage abstractions, allowing users to host their media assets on private infrastructure or S3-compatible buckets
- [willmendesneto/ngx-feature-toggle](https://awesome-repositories.com/repository/willmendesneto-ngx-feature-toggle.md) (99 ⭐) — Your module to handle with feature toggles in Angular applications easier.
- [etcd-io/etcd](https://awesome-repositories.com/repository/etcd-io-etcd.md) (51,838 ⭐) — etcd is a distributed, strongly consistent key-value store designed to provide reliable storage for critical system metadata and coordination primitives. It functions as a distributed consensus engine, utilizing a replicated log and leader-based state machine to ensure that all nodes in a cluster maintain a synchronized view of data. By providing atomic operations and linearizable reads and writes, it serves as a foundational component for distributed systems requiring high availability and fault tolerance.

The system distinguishes itself through its multi-version concurrency control, which e
- [kvcache-ai/ktransformers](https://awesome-repositories.com/repository/kvcache-ai-ktransformers.md) (17,288 ⭐) — Ktransformers is a comprehensive framework designed for the operation, fine-tuning, and serving of large language models. It functions as a heterogeneous inference engine and quantized execution runtime, enabling the deployment of massive models by distributing computational workloads across both CPU and GPU resources. This architecture allows users to bypass local memory constraints, making it possible to run and train models that exceed the capacity of a single device.

The project distinguishes itself through specialized support for sparse architectures, particularly mixture-of-experts mode
- [frewsxcv/cargo-all-features](https://awesome-repositories.com/repository/frewsxcv-cargo-all-features.md) (186 ⭐) — A Cargo subcommand to build and test all feature flag combinations.
- [suffix-maybe-feature/adver-suffix-maybe-features](https://awesome-repositories.com/repository/suffix-maybe-feature-adver-suffix-maybe-features.md) (5 ⭐) — This repository provides tools and datasets for investigating adversarial suffix attacks using embedding techniques. Our project focuses on generating adversarial embeddings and creating harmful datasets for Llama2 and Llama3 models, demonstrating potential vulnerabilities in these language models.
- [vllm-project/vllm](https://awesome-repositories.com/repository/vllm-project-vllm.md) (83,048 ⭐) — vLLM is a high-throughput inference engine designed for the efficient serving and execution of large language models. It functions as a production-ready distributed model server, providing standard API protocols for online serving while also supporting offline batch processing. The system is built to maximize token generation speed and memory efficiency, enabling both large-scale cloud deployments and local execution on personal hardware.

The project distinguishes itself through advanced memory management and request scheduling techniques, most notably its use of non-contiguous key-value cach
- [c0re100/qbittorrent-enhanced-edition](https://awesome-repositories.com/repository/c0re100-qbittorrent-enhanced-edition.md) (25,128 ⭐) — qBittorrent-Enhanced-Edition is a cross-platform desktop application designed to manage the downloading and uploading of files across peer-to-peer networks. It functions as an open-source file sharer, facilitating the decentralized distribution of digital content by breaking files into smaller pieces for efficient transfer.

The application utilizes a high-performance library to handle complex protocol specifications and employs a mature widget toolkit to provide a consistent native user interface across Windows, macOS, and Linux. It operates as a network traffic manager, incorporating asynchr
- [ricvolpi/adversarial-feature-augmentation](https://awesome-repositories.com/repository/ricvolpi-adversarial-feature-augmentation.md) (131 ⭐) — Code for the paper "Adversarial Feature Augmentation for Unsupervised Domain Adaptation", CVPR 2018
- [nvidia/tensorrt-llm](https://awesome-repositories.com/repository/nvidia-tensorrt-llm.md) (12,913 ⭐) — TensorRT-LLM is a platform and toolkit designed for compiling, optimizing, and serving transformer-based models on accelerated hardware. It functions as a framework that transforms machine learning models into efficient execution graphs, providing an engine to refine these models for specific hardware to maximize throughput and minimize latency during text generation.

The project distinguishes itself through advanced execution strategies that manage the entire inference pipeline. It utilizes kernel-level fusion and static graph execution to optimize mathematical operations and computational f
- [fatih/vim-go](https://awesome-repositories.com/repository/fatih-vim-go.md) (16,242 ⭐) — This project is a comprehensive development plugin for the Vim text editor, designed to transform the editor into a specialized environment for Go software development. It provides a suite of integrated tools that facilitate the entire development lifecycle, including writing, maintaining, and navigating Go source code.

The plugin distinguishes itself by orchestrating external command-line binaries and language servers to perform heavy analysis, compilation, and formatting tasks as background processes. By mapping editor events to these external tools and utilizing virtual file system synchro
- [chatwoot/chatwoot](https://awesome-repositories.com/repository/chatwoot-chatwoot.md) (31,959 ⭐) — Chatwoot is a self-hosted, omnichannel customer support platform designed to aggregate messages from diverse social and digital channels into a single, collaborative team inbox. It provides organizations with full data ownership and control over their support infrastructure, ensuring strict logical separation of customer data through multi-tenant architecture. By centralizing communication, the platform enables teams to manage, route, and resolve inquiries within a unified workspace that maintains complete interaction history for every contact.

The platform distinguishes itself through an eve
- [qwenlm/qwen3](https://awesome-repositories.com/repository/qwenlm-qwen3.md) (27,324 ⭐) — Qwen3 is a transformer-based large language model designed as a generative AI foundation for understanding, reasoning, and generating human language. It functions as a comprehensive ecosystem for model training, fine-tuning, and production-ready inference, providing the underlying architecture and weights necessary to build diverse artificial intelligence applications.

The project distinguishes itself through extensive support for model quantization and distributed inference, enabling efficient execution across a wide range of hardware from consumer-grade devices to scalable cloud infrastruct
- [zenkiet/ngx-feature-proxy](https://awesome-repositories.com/repository/zenkiet-ngx-feature-proxy.md) (33 ⭐) — Angular feature flag library with Unleash integration, provides reactive programing, type-safe feature flag management with zero-configuration setup.
- [fastapi/typer](https://awesome-repositories.com/repository/fastapi-typer.md) (19,632 ⭐) — This project is a Python framework for building command-line interfaces by converting standard functions into executable programs. It uses type hints to automatically infer and generate argument parsers, validation logic, and help documentation, allowing developers to define complex terminal applications through simple function signatures.

The framework distinguishes itself through a decorator-driven registration system that enables the construction of hierarchical command trees. It supports dependency injection to manage shared state and runtime configuration across subcommands, and it utili
- [thomaspoignant/go-feature-flag](https://awesome-repositories.com/repository/thomaspoignant-go-feature-flag.md) (2,036 ⭐) — GO Feature Flag is a simple, complete and lightweight self-hosted cloud native feature flag solution 100% Open Source. 🎛️
- [jantic/deoldify](https://awesome-repositories.com/repository/jantic-deoldify.md) (18,487 ⭐) — DeOldify is a deep learning system and a set of pre-trained computer vision models designed to apply realistic colors to grayscale photographs and video footage. It functions as a neural media restoration tool that uses trained networks to estimate original hues for black-and-white media and remove glitches and artifacts from aged images and film.

The project employs a NoGAN colorization technique that removes the GAN discriminator during training to prevent artifacts and avoid over-saturation of pixels. For cinematic sequences, it applies temporal frame consistency to maintain color stabilit
- [facebook/react](https://awesome-repositories.com/repository/facebook-react.md) (245,669 ⭐) — React is a JavaScript library for building user interfaces based on a component-driven architecture and unidirectional data flow.
- [deepseek-ai/deepseek-v3](https://awesome-repositories.com/repository/deepseek-ai-deepseek-v3.md) (103,753 ⭐) — DeepSeek-V3 is a large language model that provides comprehensive resources for model utilization, including technical specifications, pre-trained weights, and evaluation benchmarks. The project details the core transformer architecture, including parameter counts and multi-token prediction modules, while supporting native 8-bit floating-point quantization.

The repository offers extensive support for local and distributed inference through integration with multiple frameworks and engines. It includes documentation for deploying the model across various hardware configurations, such as GPUs an