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Curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning.
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banana.dev
Inference hosting for AI teams who ship fast and scale faster.
github.com
CPU and GPU-accelerated matrix library intended to support large-scale exploratory data analysis.
copysmith.ai
Copysmith builds Frase, Describely, and Rytr — specialized AI platforms helping brands rank in search, get cited by AI, and scale content.
cortex.dev
Deploy, manage, and scale machine learning models in production.
app.coval.dev
Architecture of voice AI, from speech recognition to emotional intelligence, and learn how to build, scale, and evaluate them.
digitalocean.com
Run AI products in production with a unified stack for agents, inference, and cloud—built for control, performance, and economics at scale.
fedml.ai
Federated Learning - The Production AI Platform for Federated Learning at Scale.
flyte.org
Recover from infra and code failures, orchestrate dynamic workflows, scale to production.
github.com
Large scale Gaussian Mixture Models.
github.com
Gobii is an open-source platform for deploying and managing browser-use agents at scale with a conversational interface and API.
hopsworks.ai
Build, deploy, and scale production ML systems with Hopsworks. The Feature Store and MLOps platform for real-time AI, trusted by teams.
import.io
Import.io helps businesses scale web scraping and data extraction for real-time pricing, competitor tracking, and high-quality web data.
github.com
Deploy and scale machine learning models on Kubernetes. Built for LLMs, embeddings, and speech-to-text.
airtrain.ai
No-code batch compute platform for LLM evaluation and tuning workloads.
github.com
A tensor-based framework for large-scale data computation which is often regarded as a parallel and distributed version of NumPy.
minimaxi.com
Full-stack AI platform focused on multimodal agents and consumer-scale deployment.
github.com
Framework that implements AutoML algorithms for model architecture search at scale.
github.com
Lambda Architecture Framework using Apache Spark and Apache Kafka with a specialization for real-time large-scale machine learning.
persuva.ai
Persuva is the AI-driven platform to create persuasive, high-converting ad copy at scale.
rasa.com
Create AI agents you can trust with Rasa’s, designed to scale, customize, and support real business needs across channels.
rev.ai
Rev AI, part of the Rev family, is a developer-first API that delivers industry- accuracy and fast performance at global scale. Click to learn more.
github.com
High-performance, high-precision CPU, GPU, and memory profiler for Python.
github.com
Spark is a fast and general engine for large-scale data processing.