zahra-rou's repositories
awesome-mlops
A curated list of references for MLOps
AWS-SageMaker-Examples
AWS SageMaker: Train, Deploy and Update a BERT model on Disaster Tweets Classification dataset
blog-binary-classification-metrics
Codebase for the blog post "24 Evaluation Metrics for Binary Classification (And When to Use Them)"
CNN-Autoencoders
Implementation of CNN based autoencoders for color images in tensorflow.
desktop
Fork of GitHub Desktop to support various Linux distributions
DevOpsForAI
Deploy end to end ML/AI pipelines using Azure ML Service and Azure DevOps and take a Data Science (AI/ML) solution into Production.
Instacart
2nd place solutionš„š„
MLOps
MLOps examples
mlops-amazon-sagemaker-devops-with-ml
Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker
MLOpsPython
MLOps using Azure ML Services and Azure DevOps
mslearn-ai-services
Lab files for Azure AI Services modules
openai-chat-backend-fastapi
A backend for a chat application written in Python FastAPI framework
python-flask-azure-devops
sample app for python Flask for Azure DevOps
RecNN
Reinforced Recommendation toolkit built around pytorch 1.7
recommenders
Best Practices on Recommendation Systems
tensorflow-101
TensorFlow 101: Introduction to TensorFlow
tensorflow-convolutional-autoencoder
A simple TensorFlow application for a convolutional autoencoder tested on MNIST
vector-search-demos
Vector search related demos for AI tour, including OpenAI embeddings and Azure AI vector search.