ml-engineering · GitHub Topics

#大语言模型#TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.

人工智能深度学习 gpt 大语言模型 llmops 机器学习 Rust mlops anthropic llama openai generative-ai ai-engineering Python ml-engineering large-language-models genai

Rust 9.17 k

5 小时前

bentoml / BentoML

#大语言模型#The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

model-serving mlops llmops generative-ai llm-inference model-inference-service inference-platform 深度学习 llm-serving 机器学习 Python multimodal ml-engineering 大语言模型 ai-inference

Python 7.93 k

1 天前

business-science / ai-data-science-team

#计算机科学#An AI-powered data science team of agents to help you perform common data science tasks 10X faster.

数据科学 generative-ai agents 人工智能 ai-engineering copilot gpt 机器学习 ml-engineering openai

Python 2.32 k

4 个月前

kennethleungty / MLOps-Specialization-Notes

#博客#Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

mlops machine-learning-engineering andrew-ng Coursera 机器学习 ml-engineering 深度学习 notes course 数据科学

368

2 年前

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

1 年前

jmeisele / fastapi-ml-scaffolding

#计算机科学#Scaffolding for serving ml model APIs using FastAPI

机器学习 engineering 数据科学 ml-engineering

Python 25

3 年前

jmeisele / ml-ops-kafka

#计算机科学#Kafka variant of the MLOps Level 1 stack

kafka 机器学习 ml-engineering 数据科学 mlops FastAPI airflow minio influxdb Python Grafana mlflow prometheus

Python 25

3 年前

hurutoriya / mlops-case-study

#计算机科学#MLOps Case Study

mlops Awesome Lists datascience ml-engineering 机器学习

5 年前

ml4devs / ml4devs-notebooks

#计算机科学#Companion notebooks for blogs/tutorials on ML4Devs website.

data-engineering 数据科学机器学习 ml-engineering

Jupyter Notebook 18

9 个月前

koushikvikram / anomaly-detection-platform

#计算机科学#🔥🔥🔥🔥🧊🔥🔥 A Data Platform for Monitoring and Detecting Anomalies in Real-Time.

Docker Grafana prometheus Jupyter Notebook Python anomaly-detection 机器学习 mlops FastAPI ml-platform ml-engineering caddy dashboard ml-monitoring

Jupyter Notebook 18

4 年前

knap-ai / knapsack

Fast, private data connectors for AI ⚡️🤖

人工智能 data-engineering ml-engineering

Python 16

1 年前

aws-samples / amazon-sagemaker-predict-accessibility

Build end-to-end Machine Learning pipeline to predict accessibility of playgrounds in NYC

sagemaker autopilot glue athena etl-pipeline ml-engineering Serverless

Jupyter Notebook 15

5 年前

demml / opsml

#计算机科学#Quality Control for AI Artifact Management

数据科学深度学习机器学习 mlops model-deployment governance 监控 observability 人工智能 data-engineering Open Source Python ml-engineering ml-platform

Rust 14

3 天前

gdmarmerola / big-data-ml-training

#计算机科学#Code for "Training models when data doesn't fit in memory" post

机器学习 dask ml-engineering

Jupyter Notebook 13

5 年前

AlexIoannides / notes-and-demos

Study notes and demos.

数据科学 Python data-engineering ml-engineering mlops

1 年前

abhijeetgupta23 / Box-Detection-in-Warehouse-using-Vision-Based-ML-Engineering

#计算机科学#This Repo contains a Box Detection Application capable of identifying box containers in conveyor belt pictures.

机器视觉 Docker FastAPI 机器学习 ml-engineering mlops object-detection

Jupyter Notebook 10

1 年前

lfunderburk / fuel-electric-hybrid-vehicle-ml

Vehicle data classification (supervised, unsupervised learning)

data-pipeline ml-engineering ml-ops

Jupyter Notebook 9

2 年前

jesussantana / DeepLearning.AI-Introduction-to-Machine-Learning-in-Production

#计算机科学#In the first course of Machine Learning Engineering for Production Specialization, you will identify the various components and design an ML production system end-to-end: project scoping, data needs, ...

机器学习 ml-engineering mlops

Jupyter Notebook 9

4 年前