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key Deep Learning engineering tricks in recsys

Jupyter Notebook 807 183 Updated Oct 5, 2020

Building LLM-Enabled Multi Agent Applications from Scratch

Python 656 168 Updated Mar 12, 2026

Notebooks and examples on how to onboard and use various features of Amazon Personalize

Jupyter Notebook 600 340 Updated Mar 14, 2026

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

Python 1,272 160 Updated Mar 12, 2026

An implementation of a deep learning recommendation model (DLRM)

Python 4,043 862 Updated Jan 12, 2026

HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling

Python 624 82 Updated Aug 26, 2025

Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

Python 1,928 392 Updated Jun 17, 2026

[KDD2026] The repo contains the code for "FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets"

Python 231 22 Updated Feb 9, 2026

Minimal reproduction of OneRec

Python 1,649 235 Updated May 14, 2026
Python 21 Updated Aug 4, 2025

An Open Foundation Model and Benchmark to Accelerate Generative Recommendation

Python 826 117 Updated May 18, 2026

Algorithm powering the For You feed on X

Rust 26,200 4,505 Updated May 15, 2026

(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

Python 413 44 Updated Apr 16, 2025
Python 133 19 Updated Aug 21, 2023

Synerise RecSys Challenge 2025

Python 100 45 Updated Jul 31, 2025

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

Python 18,714 2,990 Updated Apr 14, 2026

Chaos Monkey is a resiliency tool that helps applications tolerate random instance failures.

Go 16,970 1,288 Updated Jan 6, 2025

Zuul is a gateway service that provides dynamic routing, monitoring, resiliency, security, and more.

Java 14,028 2,441 Updated Jun 17, 2026

Build, Manage and Deploy AI/ML Systems

Python 10,132 1,298 Updated Jun 17, 2026

Data Analysis with Python, Анализ данных на python

Jupyter Notebook 1 Updated Dec 18, 2020

The materials for the course 'Data Analysis in Journalism and Political Science', 2020/2021, NRU HSE.

Jupyter Notebook 3 Updated Jan 25, 2021

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

Python 819 69 Updated Jun 8, 2025

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

Python 6,734 782 Updated Jun 18, 2026

JavaScript library to explain any machine learning models anywhere!

TypeScript 68 19 Updated Mar 29, 2023

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Jupyter Notebook 16,068 2,337 Updated Jun 9, 2026

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook 97,322 14,896 Updated Jun 2, 2026

Efficient Deep Learning Systems course materials (HSE, YSDA)

Jupyter Notebook 1,004 149 Updated May 28, 2026

Library for industrial alignment.

Python 401 34 Updated May 8, 2026

A curated list of awesome online courses about Large Langage Models (LLMs)

271 25 Updated Oct 8, 2024
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