lol algorithms

We write sample code for two tower models for retrieval and add RLHF/RLAIF style alignment with a ranking model to make the retrieval more aligned with the ranking model on top

Go tutorials from cloudcentric.dev

This is the official repository for the Recommender Systems course at Politecnico di Milano.

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

An open platform for training, serving, and evaluating large languages. Release repo for Vicuna and FastChat-T5.

A Curated List of Must-read Papers on Recommender System.

Neural Collaborative Filtering

Kafka implemented in Golang with built-in coordination (No ZK dep, single binary install, Cloud Native)

Extended version of the 2017 dataset, with additional fields

Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems

Official repository of the paper "NFC: a deep and hybrid item-based model for item cold-start recommendation"

B-tree implementation for Go

Notebooks for "Introduction to Applied Linear Algebra - Vectors, Matrices, and Least Squares" by Stephen Boyd and Lieven Vandenberghe.

Copy of Ulrich Hoffmann's repository of Edward Sciore's SimpleDB

These are companion notebooks written in Julia and Python for: "Introduction to Applied Linear Algebra" by Boyd and Vandenberghe.

Item Cold-Start Recommendation Using Soft-Cluster Embeddings

Segmentation models with pretrained backbones. PyTorch.

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch; Multi-GPU]

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

Research Pipeline for image masking/segmentation in Keras

TensorFlow Implementation of Neural Attentive Item Similarity Model for Recommendation on TKDE 2018

An on-disk B+tree for Python 3

A recommender system based on Pinterest's Pixie recommender