giacoballoccu

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

recommenders

Best Practices on Recommendation Systems

a-picture-is-worth-a-1000-words

I am trying to describe complex matters in simple doodles!

interpretable-ml-book

Book about interpretable machine learning

flash-attention

Fast and memory-efficient exact attention

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

typeguard

Run-time type checker for Python

torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

OpenHGNN

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

set_transformer

Pytorch implementation of set transformer

LM-reasoning

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

gsdmm

GSDMM: Short text clustering

Hierarchical-Multi-Label-Text-Classification

The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》

awesome-taxonomy

A curated resource for taxonomy research

ml_equations_latex

Classical ML equations in Latex, helps paper and blog writing

tBERT

Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.

contrastive-htc

This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long paper "Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification" in ACL 2022.

bert4rec_repro

TaxoExpan

The source code used for self-supervised taxonomy expansion method TaxoExpan, published in WWW 2020

R-BERT

Pytorch re-implementation of R-BERT model

HPT

This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification" in EMNLP 2022.

recsys2022

RecSys 2022 Tutorial Hands on Explainable Recommender Systems with Knowledge Graphs

CAFE

Cafe: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation

HAKG

Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.

Seq2Seq-Prompt

Source code for COLING 2022 paper "Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models"

ClassKG

Weakly-supervised Text Classification Based on Keyword Graph

BERT4rec_py3_tf2

This is python3 and tensorflow2 version of https://github.com/FeiSun/BERT4Rec

JSON-Configparser

This Python package enables the usage of JSON files as configuration files that can be properly validated.

Retrieval-RecSys-AI-Ethics-Regulation-Tutorial-SIGIR22

Tutorial Retrieval and Recommendation Systems at the Crossroads of Artificial Intelligence, Ethics, and Regulation