upepo

awesome-mlops

A curated list of references for MLOps

tiktoken

tiktoken is a fast BPE tokeniser for use with OpenAI's models.

python-mastery

Advanced Python Mastery (course by @dabeaz)

OpenLLM

Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

hydra

Hydra is a framework for elegantly configuring complex applications

nebuly

The user analytics platform for LLMs

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

burn

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

no-more-secrets

A command line tool that recreates the famous data decryption effect seen in the 1992 movie Sneakers.

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

simpleaichat

Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

napkin-math

Techniques and numbers for estimating system's performance from first-principles

halo

💫 Beautiful spinners for terminal, IPython and Jupyter

junodb

JunoDB is PayPal's home-grown secure, consistent and highly available key-value store providing low, single digit millisecond, latency at any scale.

refurb

A tool for refurbishing and modernizing Python codebases

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

ractor

Rust actor framework

responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

mlops-on-gcp

awesome-polars

A curated list of Polars talks, tools, examples & articles. Contributions welcome !

ml-metadata

For recording and retrieving metadata associated with ML developer and data scientist workflows.

models

Merlin Models is a collection of deep learning recommender system model reference implementations

showwhy

whitebox

[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes

themis-ml

A library that implements fairness-aware machine learning algorithms

collie

A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.

tensorflow-serving-arm

TensorFlow Serving ARM - A project for cross-compiling TensorFlow Serving targeting popular ARM cores

kafka-sink-connector

Kafka Connect connector that reads JSON data from Apache Kafka and send JSON record to Another Kafka topic.