ml-platform · GitHub Topics

#计算机科学#The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

翻译 - 🔥用于可视化和跟踪机器学习实验的工具。此存储库包含CLI和Python API。

机器学习 experiment-track 深度学习 Keras Tensorflow PyTorch hyperparameter-search reinforcement-learning mlops 数据科学 collaboration hyperparameter-optimization reproducibility hyperparameter-tuning data-versioning model-versioning ml-platform jax 人工智能

Python 9.61 k

1 天前

Netflix / metaflow

#大语言模型#Build, Deploy and Manage AI/ML Systems

翻译 - 轻松构建和管理现实生活中的数据科学项目。

机器学习数据科学 productivity model-management 人工智能 ml-platform ml-infrastructure Python R r-package mlops datascience high-performance-computing Kubernetes Amazon Web Services Azure Google 云大语言模型 llmops

Python 8.62 k

1 天前

skypilot-org / skypilot

#计算机科学#SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 14+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

Python 7.48 k

2 天前

determined-ai / determined

#计算机科学#Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

翻译 - 确定：深度学习培训平台

深度学习机器学习 ml-platform ml-infrastructure hyperparameter-optimization hyperparameter-search distributed-training PyTorch Tensorflow hyperparameter-tuning Kubernetes 数据科学 mlops Keras

Go 3.11 k

2 天前

beam-cloud / beta9

#大语言模型#Run serverless GPU workloads with fast cold starts on bare-metal servers, anywhere in the world

gpu ml-platform CUDA fine-tuning generative-ai large-language-models 大语言模型 distributed-computing llm-inference 自托管 autoscaler developer-productivity faas functions-as-a-service paas Serverless

Go 702

12 天前

Netflix / metaflow-ui

🎨 UI for monitoring your Metaflow executions!

ui ml-platform

TypeScript 327

13 天前

Netflix / metaflow-service

#计算机科学#🚀 Metadata tracking and UI service for Metaflow!

机器学习人工智能 ml-infrastructure 数据科学 productivity ml-platform ui

Python 196

6 天前

substratusai / runbooks

Finetune LLMs on K8s by using Runbooks

Kubernetes mlops llmops kubernetes-operator llm-inference llm-serving llm-training ml-platform

Go 170

6 个月前

Project-MONAI / monai-deploy

#计算机科学#MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

monai 人工智能 Medical imaging inference healthcare guidelines open-standard ai-application-development 深度学习机器学习 mlops ml-platform PyTorch Python dicom fhir radiology pathology

Shell 104

9 个月前

Project-MONAI / monai-deploy-app-sdk

#计算机科学#MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

monai healthcare Medical imaging 图像处理 dicom deploy workflow pipeline 人工智能机器学习深度学习 model-deployment model-serving mlops ml-platform ml-infrastructure Python PyTorch

Jupyter Notebook 100

16 天前

NimbleBoxAI / nbox

#计算机科学#The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

数据科学机器学习 ml-infrastructure ml-platform mlops model-deployment model-management model-monitoring model-serving

Python 87

1 年前

Trainy-ai / konduktor

#大语言模型#cluster/scheduler health monitoring for GPU jobs on k8s

人工智能深度学习 gpu gpu-monitoring job-scheduler Kubernetes k8s-cluster 大语言模型 llm-ops 机器学习 ml-infrastructure ml-platform resource-management health-check metrics-gathering observability

JavaScript 47

1 个月前

georgian-io-archive / hydra

A cloud-agnostic ML Platform that will enable Data Scientists to run multiple experiments, perform hyper parameter optimization, evaluate results and serve models (batch/realtime) while still maintain...

mlops ml-platform Python experimentation hydra

HCL 43

1 年前

jomariya23156 / full-stack-on-prem-cv-mlops

#计算机科学#"1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data versioning to Model monitoring and drift detection.

机器视觉深度学习部署 full-stack 机器学习 mlops system Docker Jupyter Notebook API data-versioning ml-platform model-monitoring 监控 on-premise Python ui Website workspace

Jupyter Notebook 43

7 个月前

ZenithClown / ai-ml-project-template

#计算机科学#A "production-ready" simple project template to quickly start an Artificial Intelligence (AI), Machine Learning (ML) and/or Data Science (DS) project with basic files, branches and directory structure...

Jupyter Notebook ml-engineering ml-platform mlops template 深度学习 Keras Tensorflow

6 个月前

ozkary / machine-learning-engineering

#计算机科学# Welcome to the Machine Learning Engineering Repository, a comprehensive collection of resources, code, and insights to guide you through the exciting world of machine learning. This repository is des...

人工智能数据科学机器学习 ml-platform mlops Python

Jupyter Notebook 19

15 天前