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Rui Dai's starred repositories

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

Language:PythonApache-2.018382 158 1416

Time-Series-Library

A Library for Advanced Deep Time Series Models.

Language:PythonMIT5375 62 422

Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

Language:PythonApache-2.03602 152 20

Tensorflow-Cookbook

Simple Tensorflow Cookbook for easy-to-use

Language:PythonMIT2780 118 3

ranking

Learning to Rank in TensorFlow

Language:PythonApache-2.02728 98 318

Autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

Language:Jupyter NotebookMIT1838 15 202

DeepInterestNetwork

Language:Python1597 40 90

RecommenderSystems

Language:PythonMIT1087 33 22

STGCN_IJCAI-18

[IJCAI'18] Spatio-Temporal Graph Convolutional Networks

Language:PythonBSD-2-Clause972 17 65

MobileVLM

Strong and Open Vision Language Assistant for Mobile Devices

Language:PythonApache-2.0903 21 51

CityFlow

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

Language:C++Apache-2.0769 19 131

keras-mmoe

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

Language:PythonMIT681 15 18

pyltr

Python learning to rank (LTR) toolkit

Language:PythonBSD-3-Clause463 17 14

DSIN

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

Language:PythonApache-2.0430 14 23

RankNet

My (slightly modified) Keras implementation of RankNet and PyTorch implementation of LambdaRank.

Language:PythonMIT247 8 8

tensorflow-LTR

Tensorflow implementations of various Learning to Rank (LTR) algorithms.

Language:Python228 15 5

LambdaMart

Python implementation of LambdaMart

Language:PythonMIT178 10 5

pyTSP

A 2D/3D visualization of the Traveling Salesman Problem main heuristics

Language:Python160 130

STTN

paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>

Language:Python156 2 6

heteta

HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival

Language:PythonApache-2.0105 9 4

M2GRL

A demo code of KDD2020 paper "M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender Systems"

Language:Python97 3 3

LambdaRankNN

LambdaRank Neural Network model using Keras.

Language:PythonMIT83 2 6

TrGNN

Traffic Flow Prediction with Vehicle Trajectories

Language:Python57 1 4

XGBoost-lambdaMART

Running LambdaMART using XGBoost

Language:Jupyter Notebook53 3 1

mtlearn

Multi-Task Learning package built with tensorflow 2 (Multi-Gate Mixture of Experts, Cross-Stitch, Ucertainty Weighting)

Language:Python51 3 1

pickup-delivery-vrp

Naive branching implementation of a specific pick-up and delivery vehicle routing optimization problem.

Language:Python32 10

VRPH

VRPH is an open source library of heuristics for the capacitated Vehicle Routing Problem (VRP).

Language:C++NOASSERTION22 30

linprog

Linear Programming in Short

Language:Python19 30

tsppddl

The Traveling Salesman Problem with Pickups, Deliveries and Draft Limits

Language:C++GPL-3.015 40

tsp-bb

Implementation of branch-and-bound for TSP in C++

Language:C++13 3 1