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CUDA code for Monte Carlo estimation of Pi (see https://www.geeksforgeeks.org/estimating-value-pi-using-monte-carlo/)

Mirror of Apache SystemML

Apache Pulsar - distributed pub-sub messaging system

Apache Bookkeeper

Apache Flink

OpenTelemetry Collector

Apache Pulsar Manager

Distributed transactional key-value database, originally created to complement TiDB

Kafka-on-Pulsar - A protocol handler that brings native Kafka protocol to Apache Pulsar

Memory-Centric Virtual Distributed Storage System

Jupyter Notebooks for the Connect Intensive MLND Program

Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across SGLang, vLLM, TRT-LLM, OpenAI, Gemini & more. Industry-first gRPC pipeline, KV cache-aware routing, chat history, tokenization caching, Responses API, embeddings, WASM plugins, MCP, and multi-tenant auth.

Visualizer for neural network, deep learning and machine learning models

TokenSpeed is a speed-of-light LLM inference engine.

No description.

🤗 ml-intern: an open-source ML engineer that reads papers, trains models, and ships ML models

No description.

The fastest repo in history to surpass 50K stars ⭐, reaching the milestone in just 2 hours after publication. Better Harness Tools that make real things done. Now writing in Rust using oh-my-codex.

Jlama is a modern LLM inference engine for Java

AIPerf is a comprehensive benchmarking tool that measures the performance of generative AI models served by your preferred inference solution.

This is AI implementation (not official) of the DreamGym framework from the paper "Scaling Agent Learning via Experience Synthesis" (arXiv:2511.03773).

No description.

Multilingual Sentence & Image Embeddings with BERT

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

A Datacenter Scale Distributed Inference Serving Framework

Intel(R) Math Kernel Library for Deep Neural Networks (Intel(R) MKL-DNN)

No description.

Deploy and manage containers (including Docker) on top of Apache Mesos at scale.

No description.

Kubernetes Volume Controller

Chronon is a data platform for serving for AI/ML applications.

Examples and recipes for Llama 2 model

A cloud-native vector database, storage for next generation AI applications

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

Build highly concurrent, distributed, and resilient message-driven applications using Java/Scala

No description.

:rocket: Build and manage real-life data science projects with ease!

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

QLoRA: Efficient Finetuning of Quantized LLMs

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

Awesome-LLM: a curated list of Large Language Model

Distributed PyTorch implementation of multi-headed graph convolutional neural networks

Large Language Model Text Generation Inference

A Generic Low-Code Framework Built on a Config-Driven Tree Walker

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.

workshop materials to build intelligent solutions on Open AI

A collection of machine learning examples and tutorials.

End-to-end stack for WebRTC. SFU media server and SDKs.

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

⚡ Building applications with LLMs through composability ⚡

Header-only C++/python library for fast approximate nearest neighbors

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Scientific Computing for the JVM (NDArrays)

ETL Library for Machine Learning

Complete solutions to Leetcode problems; updated daily. (I'm looking for long-term contributors/partners to this repo! Send me PRs if you're interested! - 9/5/2018)

Apache Arrow DataFusion and Ballista query engines

A curated list of Rust code and resources.

A hobby operating system, in Rust

Kubernetes operator that provides control plane for managing Apache Flink applications

Example of application that produces and consume events to/from Apache Pulsar. Traces from the transactions are captured using OpenTelemetry and sent to Elastic APM.

Official Apache Pulsar Helm Chart

No description.

Hummingbird compiles trained ML models into tensor computation for faster inference.

NVIDIA Data Center GPU Manager (DCGM) is a project for gathering telemetry and measuring the health of NVIDIA GPUs

Serve the Apache Zookeeper API but back it with an etcd cluster

staging changes to bookkeeper website

Infinitic is a general-purpose framework to build automation. It can be used to reliably orchestrate microservices, to manage distributed transactions, to operate data pipelines, to build user-facing automation, etc.

Open deep learning compiler stack for cpu, gpu and specialized accelerators

Nomad is an easy-to-use, flexible, and performant workload orchestrator that can deploy a mix of microservice, batch, containerized, and non-containerized applications. Nomad is easy to operate and scale and has native Consul and Vault integrations.

A high-performance REST Toolkit written in C++

Repository for Henry Saputra's personal site

Open source platform for the machine learning lifecycle

📚 Parameterize, execute, and analyze notebooks

REST job server for Apache Spark

Apache Beam is a unified programming model for Batch and Streaming

ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.

Build Container Images In Kubernetes

Apache Atlas

JanusGraph: an open-source, distributed graph database

Compilation of public failure/horror stories related to Kubernetes

M3 monorepo - Distributed TSDB, Aggregator and Query Engine, Prometheus Sidecar, Graphite Compatible, Metrics Platform

A network load-balancer implementation for Kubernetes using standard routing protocols

AWS Neuron SDK

Raft core implementation as a replication library

The high-performance distributed SQL database for global, internet-scale apps.

The Python micro framework for building web applications.

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

No description.

ML Container Templates

Deep Learning for Java, Scala & Clojure on Hadoop, Spark

Distributed Asynchronous Hyperparameter Optimization in Python

Apache incubator

Kata Containers website repo

The canonical source for Kubernetes Operators that appear on OperatorHub.io, OpenShift Container Platform and OKD.

No description.

Deep learning for recommender systems

Tutorials for Horovod

Unified Resource Scheduler to co-schedule mixed types of workloads such as batch, stateless and stateful jobs in a single cluster for better resource utilization.

Numba tutorial for GTC2019

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand tuning

Teiid is a data virtualization system that allows applications to use data from multiple, heterogenous data stores.

Caffe2 is a lightweight, modular, and scalable deep learning framework.

Complete container management platform

Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source

Fastest durable log broker in the west.

System design interview for IT companies

Preparation links and resources for system design questions

A ZooKeeper and Curator based distributed workflow management library that enables distributed task workflows.

Policy based resource sharing for Kubernetes cluster

Lightweight Scala kernel for Jupyter / IPython 3

Everything you need to know for a Software Engineering interview

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Mirror of Apache Infrastructure Puppet

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

Conductor is a microservices orchestration engine - https://netflix.github.io/conductor/

Apache OpenWhisk on Knative

Get stuff done with container-native workflows for Kubernetes.

Repository for training CUDA projects

Mirror of Apache Shindig (incubating)

the only cheat sheet you need

A JavaScript library to add search functionality to any Jekyll blog.

Distributed TensorFlow basics and examples of training algorithms

A Neural Net Training Interface on TensorFlow

Deep Learning API and Server in C++11 with Python bindings and support for Caffe and XGBoost

A low-latency prediction-serving system

Original Windows File Manager (winfile) with enhancements

A damn simple library for building production-ready RESTful web services.

An embedded job scheduler.

Numba tutorial for GTC 2018

Container Cluster Manager from Google

Quilt is data registry

A Fast Key-Value Storage Engine Based on Hierarchical B+-Tree Trie

Class materials for a distributed systems lecture series

A Scala feature transformation library for data science and machine learning

A collective communication library plugined into Hadoop

ActorDB distributed SQL database

Introduction to Parallel Programming class code

Library for fast text representation and classification.

ArrayFire: a general purpose GPU library.

The Hacker's Machine Learning Engine (formerly known as leaf)

A REST API for Caffe using Docker and Go

This course contains the notebooks for the Numerical Linear Algebra elective in USF's MSAN program, summer 2017

Deep Learning in Rust with the PyTorch API

RailCar: Rust implementation of oci-runtime

No description.

An open-source graph database

Docker packaging for Apache Flink

Optimized primitives for collective multi-GPU communication

Distributed Fault-Tolerant File System

Moby Project - a collaborative project for the container ecosystem to assemble container-based systems

Access Java classes from Python

A Commander for modern Go CLI interactions

Implementation of some deep learning algorithms.

Models built with TensorFlow

Compilation of Dockerfiles with automated builds enabled on the Docker Registry

No description.

GPU-specialized parameter server for GPU machine learning.

DeepDive

Mirror of Apache Joshua (Incubating)

Udacity project for Student Intervention ML

A simple, fast, and fun package for building command line apps in Go

No description.

No description.

Udacity Boston Housing project try =)

Embed Python in Java

Starter project code for students taking Udacity ud120

Content for Udacity's Machine Learning curriculum

Enterprise machine learning platform for prediction and recommendation.

No description.

Intermediate Computational Graph Representation for Deep Learning Systems

Distributed DataFrame: Productivity = Power x Simplicity For Scientists & Engineers, on any Data Engine

The missing bridge between Java and native C++ libraries

A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming.

Mirror of Apache OpenNLP (Incubating)

High performance server-side application framework

Memory Efficient Serialization Library

Examples for the Hacker's Machine Learning Framework Leaf

Mirror of Apache Twill

Opinionated stacks of ready-to-run Jupyter applications in Docker.

Hadoop docker image

PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.

A GPU benchmark tool for evaluating GPUs on mixed operational intensity kernels (CUDA, OpenCL, HIP)

a simple scala porting of https://github.com/deeplearning4j/dl4j-0.4-examples

Website

Get up and running with machine learning using Docker

Public facing notes page

Main SmartDataCenter Project

Containerized Data Analytics

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

licenseserver-hackday. That is all

Deep Learning framework for Julia

Build and run Docker containers leveraging NVIDIA GPUs

Python module for performing basic dense linear algebra computations on the GPU using CUDA.

Open source software library for numerical computation using data flow graphs.

An on-premises, bare-metal solution for deploying GPU-powered applications in containers

Mirror of Apache Kylin

Caffe: a fast open framework for deep learning.

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.