ml-engineering · GitHub Topics

#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!

翻译 - 轻松进行模型服务

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

Python 7.47 k

21 小时前

tensorzero / tensorzero

#大语言模型#TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models.

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

Rust 2.95 k

2 小时前

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

359

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

6 个月前

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 24

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

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 23

2 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 19

4 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 15

3 年前

knap-ai / knapsack

Fast, private data connectors for AI ⚡️🤖

人工智能 data-engineering ml-engineering

Python 15

10 个月前

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

AlexIoannides / notes-and-demos

Study notes and demos.

数据科学 Python data-engineering ml-engineering mlops

1 年前

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 11

5 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

3 年前

Nikolay-Lysenko / servifier

An easy-to-use tool for making web service with API from your own Python functions.

ml-engineering apify

Python 8

2 个月前

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 8

1 年前

murphy999 / Udacity-Azure-ML-Scholarship

The work shown in this repository is part of the Udacity scholarship program in collaboration with Microsoft for Machine Learning Engineer Nanodegree.

Azure azureml 机器学习 ml-engineering mlops

Jupyter Notebook 4

4 年前