ZhiLi51

Abmarl

Agent Based Modeling and Reinforcement Learning

Bigdata_final

Final-Project-on-large-cap-crypto-trading-with-macroeconomical-variables

This is final project repository of ML for trading class on large cap crypto trading based on macroeconomical variables

Hands-on-Reinforcement-Learning-with-PyTorch

Hands-on Reinforcement Learning with PyTorch, published by [Packt]

MLsimulatesABM

Tentative mapping from ABM configuration files and ABM outputs with policy goal in mind

MLsimulatesABMtowardsPolicy

Multi-Agent-Constrained-Policy-Optimisation

Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).

project-product-price-prediction

project-product-price-prediction created by GitHub Classroom

Python-Machine-Learning-Third-Edition

segregation

ZhiLi51/Abmarl

Agent Based Modeling and Reinforcement Learning

ZhiLi51/beam

The Framework for Modeling Behavior, Energy, Autonomy, and Mobility in Transportation Systems

ZhiLi51/beam-core-analysis

Centralized repository of LBNL analysis pipelines

ZhiLi51/Chargym-Charging-Station

Chargym simulates the operation of an electric vehicle charging station (EVCS) considering random EV arrivals and departures within a day. This is a generalised environment for charging/discharging EVs under various disturbances (weather conditions, pricing models, stochastic arrival-departure EV times and stochastic Battery State of Charge (BOC)

ZhiLi51/deap

Distributed Evolutionary Algorithms in Python

ZhiLi51/Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

ZhiLi51/DeepRL-Chinese

ZhiLi51/deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

ZhiLi51/disadvantaged_community_identification_model

ZhiLi51/ERCOTTestSystem

The ERCOT Test System permits the dynamic study of the ERCOT (Texas) ISO-managed wholesale power market operating over a high-voltage transmission grid during successive days, with grid congestion handled by Locational Marginal Pricing (LMP). The ERCOT Test System is implemented in part by AMES V5.0.

ZhiLi51/ev_chargepoint_prediction

This project entailed building a machine learning classification model for predicting the presence of EV charging stations in a location based on socio-economic, transportation and geo-spatial characteristics acquired from public and government data. The model was then used to further explored areas of potential for new EV charge point installatio

ZhiLi51/FastAPI

ZhiLi51/Flowise

Drag & drop UI to build your customized LLM flow

ZhiLi51/geomesa

GeoMesa is a suite of tools for working with big geo-spatial data in a distributed fashion.

ZhiLi51/justice40-tool

A tool to identify disadvantaged communities due to environmental, socioeconomic and health burdens

ZhiLi51/lasso-python-1

Home of the open-source CAE library lasso-python 🐍

ZhiLi51/local-llm-crash-course

ZhiLi51/Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

ZhiLi51/matsim-libs

Multi-Agent Transport Simulation

ZhiLi51/mesa

Mesa is an agent-based modeling framework in Python

ZhiLi51/Mesa-ABM-Tutorial

ZhiLi51/mesa-examples

Seminal agent based models developed using Mesa

ZhiLi51/mesa-geo

GIS Extension for Mesa Agent-Based Modeling

ZhiLi51/PettingZoo

A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities

ZhiLi51/report_A3_2024-spr

ZhiLi51/reports

ZhiLi51/RLDM_report

project reports for gatech CS 7642 Reinforcement Learning and Decision Making

ZhiLi51/SMU_EVCSEI

ZhiLi51/SMU_SuperPOD_101

SMU SuperPOD 101

ZhiLi51/tensorflow

An Open Source Machine Learning Framework for Everyone