Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.

One-click machine learning deployment (LLM, text-to-image and so on) at scale on any cluster (GCP, AWS, Lambda labs, your home lab, or even a single machine).

🏕️ Development environment for AI/ML

Crane (FinOps Crane) is an opensource project which manages cloud resource on Kubernetes stack, it is inspired by FinOps concepts.

Managing your Kubernetes clusters (including public, private, edge, etc) as easily as visiting the Internet

High-Resolution Neural Face Swapping for Visual Effects

Single Path One-Shot NAS MXNet implementation with Supernet training and searching

Download different DataSet Collection

Repetition of ProxylessNAS Including Search

Base of FullSpectrum CNN ,realized with Tensorflow

Kubernetes CRD demo

The implement of baidu reserch all-reduce

Practice of Arm NEON Optimization

Refactor the FullSpectrum_CNN_Tensorflow and add LSTM module

Deep Compression and other Compression way to different Model

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2018年阿里巴巴全球调度算法大赛

⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for Cloud and Edge. Including Vision, Text, Audio and Video 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization and multi-platform multi-framework support.

Collections of prompt engineering tool, from others or self developed.

Model serving related infrastructure in Kubeflow

gpu-metric from kubeflow arena

Face Detection Summary

Code and data for our paper "High-Fidelity 3D Digital Human Creation from RGB-D Selfies".

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

Compared Speed Up with different arm inference framework

Learning the CloudNative Tec in AliCloud by LiXiang and ZhangLei etc.

DeepLearning.ai的完成的课后作业和提供的资料

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This tool is aimed to kill namespaces that stuck in Terminating mode after you try to delete it.

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Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

PostgreSQL tokenizer extension for full-text search

Container images for community PostgreSQL extensions to be used as pluggable image volumes with CloudNativePG

General-purpose web UI for Kubernetes clusters

教育各种资料，从幼儿园到小学、中学，涵盖学而思，万维、猿辅导等多个机构，持续增加中

FastAPI Best Practices and Conventions we used at our startup

Machine Learning Engineering Open Book

Turn PostgreSQL into your search engine in a Pythonic way.

Package manager and registry for Postgres extensions

所有小初高、大学PDF教材。

No fortress, purely open ground. OpenManus is Coming.

Execute SQL now and get the results later.

FULL v0, Cursor, Manus, Same.dev, Lovable, Devin & Replit Agent System Prompts, Tools & AI Models.

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Go modular http middleware to measure HTTP requests independent of metrics backend (with Prometheus and OpenCensus as backend implementations) and http framework/library

Go framework to create Kubernetes mutating and validating webhooks

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利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.

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Run Stable Diffusion on Mac natively

Kubernetes CRD operator for specifying and running Apache Spark applications idiomatically on Kubernetes.

一键拥有你自己的 ChatGPT 网页服务。 One-Click to deploy your own ChatGPT web UI.

SoftVC VITS Singing Voice Conversion

GeneFace: Generalized and High-Fidelity 3D Talking Face Synthesis; ICLR 2023; Official code

Modelz is a developer-first platform for prototyping and deploying machine learning models.

A real world full-stack application using LlamaIndex

Template for building your own custom ChatGPT style doc search powered by Next.js, OpenAI, and Supabase.

HTTP in TCP in Websockets in HTTP in TCP, Tunnel all the things!

Distributed, content-addressed file server and tiered cache backed by non-volatile storage

Real-time collaborative code editing on your own infrastructure

List of all tools (apps, services) that startups should use.

Setup a cluster with kubeadm, without internet connections.

Source code for Twitter's Recommendation Algorithm

科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能

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Instruct-tune LLaMA on consumer hardware

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:octopus: Guides, papers, lecture, and resources for prompt engineering

pix2pix3D: Generating 3D Objects from 2D User Inputs

Crane scheduler is a Kubernetes scheduler which can schedule pod based on actual node load.

ChatGPT 中文调教指南。怎么让它听你的话。

An awesome & curated list of best open source MLOps tools for data scientists.

Use TVM optimize RetinaFace

TensorRT Project Template

蓝鲸智云PaaS平台是一个开放式的开发平台，让开发者可以方便快捷地创建、开发、部署和管理 SaaS 应用。它提供了完善的前后台开发框架、服务总线（ESB）、API Gateway、调度引擎、公共组件 等服务。旨在帮助用户快速、低成本的构建免运维运营系统与支撑工具。

Performance analysis tools based on Linux perf_events (aka perf) and ftrace

NVIDIA PhysX SDK

Tencent Kona SM Suite is a set of Java security providers, which support algorithms SM2, SM3 and SM4, and protocols TLCP/GMSSL, TLS 1.3 (RFC 8998) and TLS 1.2.

Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.

Train neural networks up to 7x faster

云原生一站式机器学习平台，多租户，数据资产，notebook在线开发，拖拉拽任务流编排，多机多卡分布式训练，超参搜索，推理服务，多集群调度，多项目组资源组，边缘计算，大模型实时训练

Dolt – It's Git for Data

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API definitions for the crane project

Using TensorRT accelerate YoloV3 onnx model inference

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TLS完全指南

machine learning system examples

Set of Kubernetes solutions for reusing idle resources of nodes by running extra batch jobs

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

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A Cloud Native Batch System (Project under CNCF)

Open, Multi-Cloud, Multi-Cluster Kubernetes Orchestration

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Fluid, elastic data abstraction layer for BigData/AI applications in cloud native systems

Deploy goosefs and goosefs csi in k8s without fluid.

The canonical location of the Kubernetes API definition.

Aggregator for Kubernetes-style API servers: dynamic registration, discovery summarization, secure proxy

Production-Grade Container Scheduling and Management

Issue tracker and mirror of kubectl code

Kubernetes Operator for Allreduce-style Distributed Training

Drone is a Continuous Delivery platform built on Docker, written in Go

overlaybd

A CLI for Kubeflow.

Common APIs and libraries shared by other Kubeflow operator repositories.

Training operators on Kubernetes.

Demos of fluid

Demo for seldon core

Open Source image hosting script

10 Weeks, 20 Lessons, Data Science for All!

《Designing Data-Intensive Application》DDIA中文翻译

Learning Golang one day

💁‍♀️Your new best friend powered by an artificial neural network

天涯 kkndme 神贴聊房价

kubeflow国内一键安装文件

High performance NCCL plugin for Bagua.

Run your deep learning workloads on Kubernetes more easily and efficiently.

腾讯云官方文档

Efficient trick and utils in Pytorch

vineyard (v6d): an in-memory immutable data manager. (Project under CNCF)

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An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

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OpenAIOS is an incubating open-source distributed OS kernel based on Kubernetes for AI workloads. OpenAIOS-Platform is an AI development platform built upon OpenAIOS for enterprises to develop and deploy AI applications for production.

Deep Learning Examples

JuiceFS is a distributed POSIX file system built on top of Redis and S3.

PyTorch on Kubernetes

A distributed, banking suitable, open-source related database featuring high scalability and high compatibility.

Feature Store for Machine Learning

InfiniCache: A cost-effective memory cache that is built atop ephemeral serverless functions (FAST '20)

DeepLearning Framework Performance Profiling Toolkit

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Unlock vGPU functionality for consumer grade GPUs.

Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which is to appear at OSDI 2020

Some GEMM Algorithm and Winograd Algorithm

Quantization Aware Training

book lab

How to create an OS from scratch

C++ suite for doing disk read write performance benchmarks

Alluxio, data orchestration for analytics and machine learning in the cloud

A Deep Learning Recommender System

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本仓库无偿分享各种计算机书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

用Resnet101+GPT搭建一个玩王者荣耀的AI

《美国反对美国》是王沪宁先生在上世纪80年代末赴美观察写作的。我们知道在那个年代中国对西方特别是美国的追捧有多高，所以突然看到一个学者在80年代就有如此清楚的认识，十分钦佩。由于网上只有效果很差的PDF扫描版，所以我想利用OCR技术和肉眼（人体OCR）来转成现代化的文本格式。目前已经全部完成。

RGB-D Data Capture App for iPhone TrueDepth Camera

Extracts facial landmarks from webcam and converts to Live2D Cubism SDK parameters

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

Save my shell in Work and Learn

Image augmentation for machine learning experiments.

「画像処理100本ノック」中文版本！为图像处理初学者设计的 100 个问题。

A Study on Optimal INT8 Quantization-aware Training from Scratch

Swap face between two photos.

Download image from the Docker Hub HTTPS API

使用Python、OpenCV、FFmpeg，自动识别电影剪辑、分析剪辑主题颜色

This repo illustrates how to implement MobileFaceNet and Arcface for face recognition task

GPU Sharing Scheduler for Kubernetes Cluster

Various tutorials

Cloud Native slides and materials share

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xieydd`s LeetCode code

Real-World Masked Face Dataset，口罩人脸数据集

nniefacelib是一个在海思35xx系列芯片上运行的人脸算法库

A system to manage machine learning models

ncnn is a high-performance neural network inference framework optimized for the mobile platform

2019CCF-BDCI大赛 最佳创新探索奖获得者 基于OCR身份证要素提取赛题冠军 天晨破晓团队 赛题源码

这可能是爬百度文库最全的项目了

symmetric int8 gemm

Benchmark of TVM quantized model on CUDA

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Convert YOLOv3 and YOLOv3-tiny (PyTorch version) into TensorRT models.

在FPGA上面实现一个NPU计算单元。能够执行矩阵运算（ADD/ADDi/ADDs/MULT/MULTi/DOT等）、图像处理运算（CONV/POOL等）、非线性映射（RELU/TANH/SIGM等）。

Create clusters of VMs on the cloud and configure them with Ansible.

The Uber Go Style Guide . Uber Go 语言编码规范中文版

Learning Kubernetes, The Chinese Taoist Way

Several neural architecture search algorithms implemented in PyTorch.

Team Workspace of LeetCode

ZhangShuzhen's resume

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

Synchronized Batch Normalization implementation in PyTorch.

A pre-commit hook which will automatically format your code with google's codestyle guidelines!

Code for: "And the bit goes down: Revisiting the quantization of neural networks"

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A self-contained version of the tutorial which can be easily cloned and viewed by others.

🤔 What happens when I type kubectl run?

Istio 101 content

Kubernetes 101 content

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A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

CMU Advanced Database System [15-721-2019]

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使用Ansible脚本二进制方式安装K8S集群，介绍组件交互原理，方便直接，不受国内网络环境影响

Go圣经学习记录，每一章一个文件