paravatha

SWE-agent

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.47% of bugs in the SWE-bench evaluation set and takes just 1 minute to run.

professional-programming

A collection of learning resources for curious software engineers

energy-forecasting

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

nba-prediction

A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.

kueue

Kubernetes-native Job Queueing

jobset

JobSet: a k8s native API for distributed ML training and HPC workloads

superduper

🔮 SuperDuper: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.

sciops

⎈ GitOps cluster template for scientific data analysis

LinkedIn-Job-Scraper

LinkedIn scraper to retrieve and store a live stream of job postings

ML-Bench

The Official Repo of ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code (https://arxiv.org/abs/2311.09835)

kubernetes-the-harder-way

A guide to setting up a production-like Kubernetes cluster on a local machine

kaito

Kubernetes AI Toolchain Operator

deployKF

deployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflow†, and MLflow† into a complete platform.

milvus

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

gpu-operator

NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes

HomeLab

HomeLab Server & Desktop Configuration

llm-numbers

Numbers every LLM developer should know

what-happens-when-k8s

🤔 What happens when I type kubectl run?

graph-of-thoughts

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

kubeflow-distribution

Blueprints for Deploying Kubeflow on Google Cloud Platform and Anthos

vcluster

vCluster - Create fully functional virtual Kubernetes clusters - Each vcluster runs inside a namespace of the underlying k8s cluster. It's cheaper than creating separate full-blown clusters and it offers better multi-tenancy and isolation than regular namespaces.

sagemaker-domain-vpconly-canvas-with-terraform

Terraform code to deploy a SageMaker domain in VPC-only mode that supports multiple Studio and Canvas features

argocd-springboot-demo2

Spring Boot demo application - Using Jenkins for CI

gitops-bridge

featureform

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

sagemaker-poc

Awesome-LLMOps

An awesome & curated list of best LLMOps tools for developers

Github-Ranking

:star:Github Ranking:star: Github stars and forks ranking list. Github Top100 stars list of different languages. Automatically update daily. | Github仓库排名，每日自动更新

kubescape

Kubescape is an open-source Kubernetes security platform for your IDE, CI/CD pipelines, and clusters. It includes risk analysis, security, compliance, and misconfiguration scanning, saving Kubernetes users and administrators precious time, effort, and resources.

mirrord

Connect your local process and your cloud environment, and run local code in cloud conditions.