Skip to content
Projekte

Viveckh/LilHomie

Auf GitHub ansehen

Viveckh/LilHomie has 110 GitHub stars and 24 forks. GitHot measured 0 stars in 24 hours. Last checked 2026-11-11 20:25 UTC. Last push 2022-12-08.

So werden diese Zahlen gemessen

A Machine Learning Project implemented from scratch which involves web scraping, data engineering, exploratory data analysis and machine learning to predict housing prices in New York Tri-State Area.

110 Sterne24 forks

Gemessener Sternzuwachs

in 24h
0
in 7 days
Verlauf wird gesammelt
in 15 days
Verlauf wird gesammelt
in 1 month
Verlauf wird gesammelt

Nettoänderungen in überlappenden Zeiträumen, keine Tagessummen. Fehlende Messwerte bleiben leer. Sterne zeigen Interesse, nicht Qualität.

README.md

Original

LilHomie - Housing Price Prediction Rapid Prototype

Author: (EJ) Vivek Pandey

LilHomie is a rapid prototyping project that aims to generate housing appraisals to determine values of properties in the New York Tri-state Area.

This repository contains all the associated work that has been done for the area which includes:

  • Web Crawler to gather housing data
  • Notebooks associated with data engineering, EDA, and ML Modeling
  • Serverless API setup to make predictions off the serialized models
  • Web App

Future Enhancements

  • Adding support to crawl and extract through remaining 3 property page formats in Trulia
  • Spiders in Web Crawler to extract data from Zillow
  • Speeding up the crawler with distributed spiders
  • Feeding the ML model with data of properties across the US and making necessary adjustments based on new results, instead of the tri-states properties it is limited to (but this requires the above three enhancements to be done first)

Questions?

Email the author at [email protected]

Ähnliche Projekte entdecken

tensorflow/tensorflow

Ein Open-Source-Framework für maschinelles Lernen für alle

201,505 Sterne

huggingface/transformers

🤗 Transformers: das Framework zur Modelldefinition für State-of-the-Art-Modelle des maschinellen Lernens in Text, Vision, Audio und multimodal, für Inferenz und Training.

168,815 Sterne

AUTOMATIC1111/stable-diffusion-webui

Web-UI für Stable Diffusion

165,289 Sterne

Comfy-Org/ComfyUI

Die leistungsstärkste und modularste GUI, API und das Backend für Diffusionsmodelle mit einer Oberfläche aus Graphen und Knoten. Die schnellste lokale Inferenz-Engine der Welt.

146,271 Sterne