Randallzoeng

Python-MLOps-Cookbook

This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

FSND

Public repository for the Full-Stack Nanodegree program.

cd0583-model-scoring-and-drift-using-evidently

Monitoring machine learning models in production using Evidently.

flask-ml-service

A sample repository to showcase the Azure Pipeline

flask-ml-service-azure-pipeline

A test repository for testing the Azure DevOps pipeline

PyMuPDF

PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.

source-code-pro

Monospaced font family for user interface and coding environments

pdf-redactor

A general purpose PDF text-layer redaction tool for Python 2/3.

NLP-Exercises

AIND-NLP

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

Interpretable-Machine-Learning-with-Python

Interpretable Machine Learning with Python, published by Packt

nbQA

Run ruff, isort, pyupgrade, mypy, pylint, flake8, and more on Jupyter Notebooks

CVND_Localization_Exercises

Notebooks for learning about object motion and localization methods in the last section of CVND.

CVND_Exercises

Exercise notebooks for CVND.

awesome-pipeline

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

amazon-sagemaker-local-mode

Amazon SageMaker Local Mode Examples

amazon-sagemaker-build-train-deploy

Scale complete ML development with Amazon SageMaker Studio

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

ssh-pymongo

mongo-python-driver

PyMongo - the Official MongoDB Python driver

data-science

📊 Path to a free self-taught education in Data Science!

voila

Voilà turns Jupyter notebooks into standalone web applications

ipyparallel

IPython Parallel: Interactive Parallel Computing in Python

dbt-sql-formatter

makes your sql less bad

spectrify

Export Redshift data and convert to Parquet for use with Redshift Spectrum or other data warehouses.

aws-sdk-pandas

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

aws-cloud9-user-guide

The open source version of the AWS Cloud9 User Guide. You can submit feedback & requests for changes by submitting issues in this repo or by making proposed changes & submitting a pull request.

cz-cli

The commitizen command line utility. #BlackLivesMatter

Duke-STA-663-CN

A Chinese Translation of the Resources for Duke University STA 663 杜克大学计算机统计学（Python）全部内容的中文翻译