anshu0612

tabzilla

category_encoders

A library of sklearn compatible categorical variable encoders

GAN-location-generator

Use FastCUT with public map images and location data from a few cities to generate realistic synthetic location data for any city in the world. Based on https://taesung.me/ContrastiveUnpairedTranslation/

mypy

Optional static typing for Python

isort

A Python utility / library to sort imports.

awesome-tips

great_expectations

Always know what to expect from your data.

piicatcher

Scan databases and data warehouses for PII data. Tag tables and columns in data catalogs like Amundsen and Datahub

guidance

A guidance language for controlling large language models.

SDGym

Benchmarking synthetic data generation methods.

ControlNet

Let us control diffusion models!

LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

OWASP-Web-Checklist

OWASP Web Application Security Testing Checklist

CheatSheetSeries

The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.

secure-code-review-checklist

opacus

Training PyTorch models with differential privacy

deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

twyloc

Python package to get a tweet's location.

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

PySyft

Perform data science on data that remains in someone else's server

deep_learning_for_vision_systems

This repository accompanies the book "Deep Learning for Vision Systems".

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

image_embeddings

Using efficientnet to provide embeddings for retrieval

mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

kafka-python

Python client for Apache Kafka

kubernetes

Production-Grade Container Scheduling and Management

python-cheatsheet

Comprehensive Python Cheatsheet