evanmath Goto Github PK

agents

An Open-source Framework for Autonomous Language Agents

an-ensemble-method-for-traffic-light-management

This repo is related to my thesis "An Ensemble Method for Traffic Light Management". We conducted a number of experiments on ensemble methods on Reinforcement Learning.

deep-qlearning-agent-for-traffic-signal-control

A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

deep-rl-class

This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.

deepreinforcementlearninginaction

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

disaster-response-pipelines

This project includes a web app where an emergency worker can input a new message and get classification results in several categories.

email-classification-with-tensorflow

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hands-on-rl

Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

project-linguistic-bias-in-wikipedia

Final project for the course COMP-592DL for my MSc Data Science.

recommendation-engine

Recommendation with IBM, Udacity project

resco

Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)

sms-spam-collection

NLP project. EDA and Machine learning pipelines. Our goal is to predict if a message is spam or not.

students-performance-in-exams

Analyze how the test preparation course and parental education level influence students' final exams

sumo

Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

sumo-rl

An interface for Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with gym, PettingZoo and RLlib.

sweetviz

Visualize and compare datasets, target values and associations, with one line of code.

tlc-baselines

tslib

TSLib: A framework for Traffic Signal Control using deep reinforcement learning and Benchmarking