Pinned Repositories
Android-USC-RecAPP
The USCRecApp is an Android application designed for USC students to make reservations on USC recreational centers online, implemented in JAVA following best software engineering practices.
DongmingShenDS
my home page ~
JSSP-Optimization
Job-Shop Scheduling Problem with Mixed Integer Optimization. Formulation and implementation in Julia Gurobi.
MAPF-MARL
This repository contains Dongming Shen's demonstration code and documentation for the research projects conducted at the IDM Lab, USC. The project focuses on integrating Multi-Agent Path Finding (MAPF) with Multi-Agent Reinforcement Learning (MARL) to explore efficient coordination strategies among autonomous agents in dynamic environments.
Mistral_From_Scratch
Mistral and Mixtral (MoE) from scratch
Multi-Modal-ML-Project
A data science project to predict online pet adoption speed using image, natural language, and tabular data with a multi-modal ML framework.
POMDP-RL
This repository contains Dongming Shen's code and documentation for the research projects conducted at the AIDyS Lab, USC. The project focuses on integrating Reinforcement Learning (RL) to solve partially observable Markov decision processes (POMDP) under finite linear temporal logic (LTL) constraints.
QA_RAG
RAG based QA system based on domain knowledge from local PDFs, useful for reviewing for exams and interviews :)
vtb_project
LLM for fun
SenseVoice
Multilingual Voice Understanding Model
DongmingShenDS's Repositories
DongmingShenDS/Mistral_From_Scratch
Mistral and Mixtral (MoE) from scratch
DongmingShenDS/QA_RAG
RAG based QA system based on domain knowledge from local PDFs, useful for reviewing for exams and interviews :)
DongmingShenDS/JSSP-Optimization
Job-Shop Scheduling Problem with Mixed Integer Optimization. Formulation and implementation in Julia Gurobi.
DongmingShenDS/POMDP-RL
This repository contains Dongming Shen's code and documentation for the research projects conducted at the AIDyS Lab, USC. The project focuses on integrating Reinforcement Learning (RL) to solve partially observable Markov decision processes (POMDP) under finite linear temporal logic (LTL) constraints.
DongmingShenDS/MAPF-MARL
This repository contains Dongming Shen's demonstration code and documentation for the research projects conducted at the IDM Lab, USC. The project focuses on integrating Multi-Agent Path Finding (MAPF) with Multi-Agent Reinforcement Learning (MARL) to explore efficient coordination strategies among autonomous agents in dynamic environments.
DongmingShenDS/Multi-Modal-ML-Project
A data science project to predict online pet adoption speed using image, natural language, and tabular data with a multi-modal ML framework.
DongmingShenDS/Android-USC-RecAPP
The USCRecApp is an Android application designed for USC students to make reservations on USC recreational centers online, implemented in JAVA following best software engineering practices.
DongmingShenDS/DongmingShenDS
my home page ~
DongmingShenDS/vtb_project
LLM for fun