ml-engineering | Topic | Ecosyste.ms: Repos

Topic: "ml-engineering"

bentoml/BentoML

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

Language: Python - Size: 95.3 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 7,642 - Forks: 836

tensorzero/tensorzero

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

Language: Rust - Size: 39.7 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 3,768 - Forks: 241

kennethleungty/MLOps-Specialization-Notes

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

Size: 65.2 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 360 - Forks: 155

ZenithClown/ai-ml-project-template

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.

Size: 381 KB - Last synced at: 26 days ago - Pushed at: 8 months ago - Stars: 28 - Forks: 8

hurutoriya/mlops-case-study

MLOps Case Study

Size: 34.2 KB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 24 - Forks: 1

ml4devs/ml4devs-notebooks

Companion notebooks for blogs/tutorials on ML4Devs website.

Language: Jupyter Notebook - Size: 966 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 18 - Forks: 12

jmeisele/ml-ops-kafka

Kafka variant of the MLOps Level 1 stack

Language: Python - Size: 327 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 8

jmeisele/fastapi-ml-scaffolding

Scaffolding for serving ml model APIs using FastAPI

Language: Python - Size: 732 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 3

AlexIoannides/notes-and-demos

Study notes and demos.

Size: 2.98 MB - Last synced at: 19 days ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 1

aws-samples/amazon-sagemaker-predict-accessibility

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

Language: Jupyter Notebook - Size: 2.45 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 6

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

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, modeling strategies, and deployment constraints and requirements; and learn how to establish a model baseline, address concept drift, and prototype the process for developing, deploying, and continuously improving a productionized ML application.

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: 21 days ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 3

gdmarmerola/big-data-ml-training

Code for "Training models when data doesn't fit in memory" post

Language: Jupyter Notebook - Size: 2.94 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 4

Nikolay-Lysenko/servifier 📦

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

Language: Python - Size: 30.3 KB - Last synced at: 20 days ago - Pushed at: 4 months ago - Stars: 8 - Forks: 0

knap-ai/knapsack

Fast, private data connectors for AI ⚡️🤖

Language: Python - Size: 280 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 6 - Forks: 0

koushikvikram/anomaly-detection-platform

🔥🔥🔥🔥🧊🔥🔥 A Data Platform for Monitoring and Detecting Anomalies in Real-Time.

Language: Jupyter Notebook - Size: 3.05 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

ES7/ML-Algorithms

In this repository I have explained different ML Algorithms with their code.

Language: Jupyter Notebook - Size: 9.86 MB - Last synced at: 21 days ago - Pushed at: 11 months ago - Stars: 4 - Forks: 0

akashsonowal/interview-prep

Crack SWE (ML) / DS MAANG Interviews

Language: Python - Size: 1.01 MB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

lfunderburk/fuel-electric-hybrid-vehicle-ml

Vehicle data classification (supervised, unsupervised learning)

Language: Jupyter Notebook - Size: 62.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

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.

Language: Jupyter Notebook - Size: 20.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 10

0-mostafa-rezaee-0/ML_API_with_PostgreSQL_Integration

ML Engineering best practices | Deploying an ML API with FastAPI, PostgreSQL, and Docker for scalable model storage and inference.

Language: Jupyter Notebook - Size: 570 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 3 - Forks: 1

0-mostafa-rezaee-0/ML_API_with_FastAPI_and_Docker

ML Engineering best practices | ML model deployment as a FastAPI service, containerized with Docker for scalability and reproducibility.

Language: Jupyter Notebook - Size: 1020 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 3 - Forks: 2

AIFlowML/hyperparams

HyperParams: A Decentralized Framework for AI Agent Assessment and Certification

Size: 1.41 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

deepmancer/deepmancer

"When in doubt, use brute force." - Ken Thompson

Size: 429 KB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

MurtazaNaiyar/ML-Engineering

All About ML Engineering

Language: Python - Size: 27.7 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

gershonc/mlflow_showcase

Showcase of MLflow capabilities

Language: Jupyter Notebook - Size: 795 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

s3bu7i/ML-Breast-Cancer-Classifier

Language: Python - Size: 2.91 MB - Last synced at: 25 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

Md-Emon-Hasan/ML-Project-Intrusion-Detection-Systems-Anomaly-Detection-with-ML-DL

🔒 Leverages Machine Learning and Deep Learning models to identify malicious activities in network traffic, enhancing cybersecurity.

Language: Jupyter Notebook - Size: 5.01 MB - Last synced at: 19 days ago - Pushed at: 5 months ago - Stars: 2 - Forks: 1

taed2-2425q1-gced-upc/TAED2_Mates

This project fine-tunes a MobileNetV2 model for dog breed classification using labeled image data. It emphasizes strong software engineering practices such as version control, modular code, and continuous integration, ensuring a scalable, maintainable machine learning pipeline with experiment tracking.

Language: HTML - Size: 46.3 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

JoseJuan98/ml-regression-project-california-housing

ML project to showcase a high quality work for producing a successful and resilient Machine Learning system, analysis, engineering, ...

Language: Jupyter Notebook - Size: 74.6 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

d-kleine/AZ_ML-Engineering

ML Engineering with MS Azure

Language: Jupyter Notebook - Size: 19 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

davidhaas6/distributed-task-server

A task queue enabling websites to serve ML models -- with RabbitMQ, Celery, all the good stuff.

Language: Python - Size: 32.2 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

Md-Emon-Hasan/Building-Gen-AI-App-12-with-Gemini-Pro

This repository contains 12+ hands-on projects built using Google Gemini Pro, Gemini Flash, and Gemini Pro 1.5 models. It covers fine-tuning, training, and deploying generative AI applications for text generation, image synthesis, language translation, chatbots, and more.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

SmartSecLab/ML-enabled-software-literature-review

State-of-the-art and Challenges of Engineering ML-enabled Software Systems

Language: TeX - Size: 11.1 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

akashdip2001/ML-Machine-Learning

Language: HTML - Size: 16.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

EmmanuelEzenwere/ERpager

Machine Learning NLP Web Application to Extract, Transform and Load (ETL) Twitter Messages into an SQL database and classify messages into response categories for First Responders, Disaster Response Organisations and Emergency Response Personnels during Disasters.

Language: Jupyter Notebook - Size: 12.3 MB - Last synced at: 22 days ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

ThilinaSatoru/Kids_Care_AI

Kids Care AI IOT Device - RaspberryPi USB Mic voice detection and Picamera fall detection.

Language: Python - Size: 84.3 MB - Last synced at: 22 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Md-Emon-Hasan/CircleCI-Demo

Demonstrate the key features and benefits of using CircleCI for continuous integration and continuous deployment (CI/CD).

Language: Python - Size: 10.7 KB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

Md-Emon-Hasan/BentoML

BentoML is a high-performance model serving framework it provides various scripts and configurations to help streamline and deployment process.

Language: Python - Size: 12.7 KB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

davide-burba/news-classifier

Classification of scientific articles from Frontiers publisher. Deployment ready. Usable as template for text-classification use-cases.

Language: Python - Size: 175 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

MaxGdr/Plagiarism_Detector

plagiarism detector that examines a text file and performs binary classification; labeling that file as either plagiarized or not, depending on how similar that text file is to a provided source text. Detecting plagiarism is an active area of research; the task is non-trivial and the differences between paraphrased answers and original work are often not so obvious.

Language: Jupyter Notebook - Size: 342 KB - Last synced at: 10 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

xRiskLab/catboost-incremental

Incremental learning with CatBoost and Ray for scalable training, tuning, and serving of large ML models

Language: Python - Size: 623 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

AarambhaAnta/ml-project-generator

ML Project Generator – A simple and efficient CLI tool that automates the setup of machine learning projects. Instantly create a well-structured ML project with the right folders, boilerplate code, and dependencies in just one command! 🚀

Language: Python - Size: 56.6 KB - Last synced at: about 4 hours ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

trulyaman25/checkMate

checkMate is a document verification solution designed to automate the process of verifying documents such as academic results, admission cards, and college ID cards.

Language: JavaScript - Size: 35.1 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 0 - Forks: 1

arjunraj79/Custom_NIDS_with_ML

A simple Python script to check the strength of a password based on length, the inclusion of numbers, special characters, and upper/lower case letters.

Language: Python - Size: 18.7 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

anastasiamkh/aws-dataflow-simulator

Python package that simplifies the creation of AWS infrastructure for simulating real-time data streaming and batch processing, ideal for integrating into machine learning projects.

Language: Python - Size: 2.68 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

dmytrovoytko/MLOps-churn-prediction

MLOps project Training and Deployment of Churn prediction model

Language: Jupyter Notebook - Size: 3.19 MB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

iglee/jax-cuda-eicl-exp-docker

Docker for getting jax to work with cuda, for reproducing ml experiments like eicl. Sure, let's NOT make a compatibility matrix and let people fight for their lives on cuda

Language: Shell - Size: 3.91 KB - Last synced at: 29 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

RanitManik/DermaDetectAI

DermaDetectAI is a Flask app for detecting skin diseases using deep learning. Developed by Ranit Manik and team, it includes models for identifying 5, 10, and 23 skin conditions, and supports NVIDIA GPU acceleration. The models are trained with PyTorch.

Language: HTML - Size: 245 MB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

dmytrovoytko/mlops-spacy-sentiment-analysis

MLOps project Training and Deployment of Spacy model for Sentiment analysis

Language: Python - Size: 3.74 MB - Last synced at: 22 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 1

imtej/Recommendation-System-For-Books

Recommendation System for Books using Collaborative Filterings: An ML Project to Recommend 'n' similar Books for a given book, as per the Collaborative users' ratings of the books. This Project also involves the deployment in a Flask Based web application.

Language: Jupyter Notebook - Size: 39.9 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

rosaaldama278/Blogs

This repository serves as a platform where I share articles and implementations related to various machine learning concepts and projects. Through this blog, I aim to document my learning journey and provide insights into the fascinating world of machine learning.

Language: JavaScript - Size: 6.59 MB - Last synced at: 9 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0