zdchu

faiss

A library for efficient similarity search and clustering of dense vectors.

Evaluating-Large-Language-Models-with-Educational-Knowledge-Graphs-on-Prerequisite-Relationships

Official Implementation of 'Evaluating Large Language Models with Educational Knowledge Graphs: Challenges with Prerequisite Relationships and Multi-Hop Reasoning'

Grounding_LLMs_with_online_RL

We perform functional grounding of LLMs' knowledge in BabyAI-Text

SPIN

The official implementation of Self-Play Fine-Tuning (SPIN)

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

Recformer

Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

StableLM

StableLM: Stability AI Language Models

ml-qrecc

Open-Domain Question Answering Goes Conversational via Question Rewriting

rl-prompt

Accompanying repo for the RLPrompt paper

Awesome-instruction-tuning

A curated list of awesome instruction tuning datasets, models, papers and repositories.

rune

Code for paper: Reward Uncertainty for Exploration in Preference-based Reinforcement Learning

align-rudder

Code to reproduce results on toy tasks and companion blog for the paper.

GPT-Critic

GPT-Critic: Offline Reinforcement Learning for End-to-End Task-Oriented Dialogue Systems

CRSLab

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

awesome-decision-transformer

A curated list of Decision Transformer resources (continually updated)

ConUCB

ganhacks

starter from "How to Train a GAN?" at NIPS2016

vae_vampprior

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

MAE-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

MLC

Meta Label Correction for Noisy Label Learning

HowToLiveLonger

程序员延寿指南 | A programmer's guide to live longer

fewNER

Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)

GMVAE

Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering

Metaworld

Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

LOREN

Resources for our AAAI 2022 paper: "LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification".

Neural-Symbolic-and-Probabilistic-Logic-Papers

A curated paper list on neural symbolic and probabilistic logic.

pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

fashion-retrieval

This repository contains an implementation of the models introduced in the paper Dialog-based Interactive Image Retrieval. The network is implemented using PyTorch and the rest of the framework is in Python.

unicorn

The implementation of Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning (SIGIR 2021).