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2017-slides

Slides and talk assets from PyCon 2017

ai-stock-trader

Created an DQN AI Agent which chooses to sell, buy, or keep stocks from various companies.

ai281x-degreeproject

AI281X Degree Project in Architectural Design and Construction Project Management

architectural-floor-plan

AFPlan is an architectural floor plan analysis and recognition system to create extended plans for building services.

auto-code-rover

A project structure aware autonomous software engineer aiming for autonomous program improvement

automated-project-descriptions

🎈 Automated README file generator, powered by GPT language model APIs

basiccalculator

car-damage-detecting-maskrcnn

Car damage detection using Mask Regional Convolution Neural Network

chinook-database

Sample database for SQL Server, Oracle, MySQL, PostgreSQL, SQLite, DB2

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

dockless

Spatio-Temporal Forecasts for Bike Availability in Dockless Bike Sharing Systems

equitabletod

A web application to display Equitable TOD (ETOD) scores, which measure how well transit-oriented development is oriented toward core riders and transit-dependent citizens.

ev-charging-station

This project uses data analysis techniques to efficiently determine ideal locations to deploy electric vehicle(EV) charging stations

gan_floor_plan_generation

generative_design_moga

Generative Design : A use case of Multi-Objective Genetic Algorithm in space planning

geodesign-toolkit-gis-cityengine-integration-tools

This repository contains a series of scripting tools that were created to enable data-driven design to support large-scale scenario planning projects. These tools are intended to integrate GIS and CityEngine to enable the creation of large amounts of 3D content to support urban planning/geodesign projects.

google-maps-services-python

Python client library for Google Maps API Web Services

langchain-tutorials

Overview and tutorial of the LangChain Library

langgraph

lehdr

a package to grab LEHD data in support of city and regional planning economic and transportation analysis

license-plate-recognition-system

Developed a License Plate Recognition System which performs plate detection, character segmentation, and character recognition to identify the Licence Plate Number. Used Open CV and Heuristics for plate detection, and Pytesseract and linear SVM for character recognition.

machine_learning_examples

A collection of machine learning examples and tutorials.

math_app_langchain

A math application/chatbot to answer a user's arithmetic or reasoning based questions. Utilizes LangChain agents and tools. Frontend with Chainlit.

multiplayer-chess-game

naive_context_sentiment

Naive sentiment analysis in R: sensitive to valence shifters but not relying on punctuation of sentence boundaries

notebook

Jupyter Interactive Notebook

nyu_dbmm_s01_lab

Class Lab Work

open-source-cs

Video discussing this curriculum:

opencv-traffic-counter

A traffic counter designed using the OpenCV library for Python 3.5. This project was carried out as part of the Government Data Science Accelerator programme

pix2pix

Image-to-image translation with conditional adversarial nets