A curated list for awesome discrete diffusion models resources.

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

Personal webpage

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

Awesome papers involving LLMs in Social Science.

Python-based framework for building and evaluating session-based and session-aware recommender systems.

Cross-Category Product Choice: A Scalable Deep-Learning Model

TGN: Temporal Graph Networks

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

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

DoubleML - Double Machine Learning in Python

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

"Deep Generative Modeling": Introductory Examples

R package factorEx: Design and Analysis for Factorial Experiments

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's …

Unified Training of Universal Time Series Forecasting Transformers

Hands-On Graph Neural Networks Using Python, published by Packt

A script for spawning VSCode Remote server sessions on the TUoS HPC clusters.

Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Reference implementation for DPO (Direct Preference Optimization)

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Code for the paper "Language Models are Unsupervised Multitask Learners"

Tool for autodownloading recommendation systems datasets

Large Language Model-enhanced Recommender System Papers

Code accompanying my blog post: So, what is a physics-informed neural network?

This repository collects debiasing methods for recommendation