chmnsk

realworld

"The mother of all demo apps" — Exemplary fullstack Medium.com clone powered by React, Angular, Node, Django, and many more

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

recommenders

Best Practices on Recommendation Systems

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

memray

Memray is a memory profiler for Python

great_expectations

Always know what to expect from your data.

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

FasterTransformer

Transformer related optimization, including BERT, GPT

napkin-math

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

agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

ColBERT

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

tfx

TFX is an end-to-end platform for deploying production ML pipelines

recommenders

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

vertex-ai-samples

Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

mlops-on-gcp

decision-forests

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

ml-metadata

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

jupyter-resource-usage

Jupyter Notebook Extension for monitoring your own Resource Usage

ducktape

Automatic and customizable compile time transformations between similar case classes and sealed traits/enums, essentially a thing that glues your code. Scala 3 only. Or is it duct 🤔

vertex-pipelines-end-to-end-samples

zio-direct

Direct-Style Programming for ZIO

spotify-recsys-challenge

A complete set of Recommender Systems techniques used in the Spotify Recsys Challenge 2018 developed by a team of MSc students in Politecnico di Milano.

rust-school

nvidia-merlin-on-vertex-ai

This repository compiles prescriptive guidance and code samples for the operationalization of NVIDIA Merlin framework on Google Cloud Vertex AI.

zio-mock

kotlin-server-template

A server code template using Kotlin, Gradle, and Ktor.

eventpointnet

EventPointNet: Robust keypoint detector with neuromorphic camera data

.dots

Configuration files for UNIX-like systems.

localfeature

EventPointNet: Keypoint detection method with neuromorphic vision data