kyrcha

llama_index

LlamaIndex is a data framework for your LLM applications

dedupe

:id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

eleventy

A simpler site generator. Transforms a directory of templates (of varying types) into HTML.

prompt-engineering

Tips and tricks for working with Large Language Models like OpenAI's GPT-4.

viz-force_directed_graph-marketplace

eai-vc

The repository for the largest and most comprehensive empirical study of visual foundation models for Embodied AI (EAI).

testcontainers-python

Testcontainers is a Python library that providing a friendly API to run Docker container. It is designed to create runtime environment to use during your automatic tests.

META511MC-Course-Materials

gpt-3

GPT-3: Language Models are Few-Shot Learners

cenote

An open source Big Data Management System (BDMS) for event processing and analytics.

awesome-neutralino

Collection of awesome resources for Neutralino

rocksdb

A library that provides an embeddable, persistent key-value store for fast storage.

language_tool_python

a free python grammar checker 📝✅

deequ

Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

importlab

A library that automatically infers dependencies for Python files

alibi-detect

Algorithms for outlier, adversarial and drift detection

evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

fairlearn

A Python package to assess and improve fairness of machine learning models.

great_expectations

Always know what to expect from your data.

python_stepwiseSelection

Automated Backward and Forward Selection On Python

mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

mlflow

Open source platform for the machine learning lifecycle

tensorflow-recommendation-wals

An end-to-end solution for website article recommendations based on Google Analytics data. Uses WALS matrix-factorization in TensorFlow, trained on Cloud ML Engine. Recommendations served with App Engine Flex and Cloud Endpoints. Orchestration is performed using Airflow on Cloud Composer. See the solution tutorials at:

metaflow

:rocket: Build and manage real-life ML, AI, and data science projects with ease!

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

openrec

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.