HousePricing旨在提供房价的可视化预测，帮助用户更好的评估房产和预测未来的价格(dev)

JavaScript
Updated Apr 29, 2019

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HousePricing旨在提供房价的可视化预测，帮助用户更好的评估房产和预测未来的价格(dev)

JavaScript
Updated Apr 29, 2019

This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exp…

iris
iris-dataset
machine-learning-algorithms
python
jupyter-notebook
kaggle
kmeans
adaboost
gradient-boosting
data-visualization
data-cleaning
feature-extraction
feature-engineering
machine-learning-workflow
titanic-kaggle
house-price-prediction
machine-learning
workflow
courses
kaggle-competition

Jupyter Notebook
Updated May 20, 2019

北京二手房价数据分析

HTML
Updated Sep 9, 2015

This is a comprehensive ML workflow for regression methods, I have tried to help Fans of Machine Learning with how to…

machine-learning
house-price-prediction
kaggle-competition
regression
kaggle
kernel
eda
data-science
data
data-cleaning
data-analysis
data-visualization
visualization
python
jupyter-notebook
notebook
ipynb
toturial
regression-models

Jupyter Notebook
Updated Jan 6, 2019

房价预测完整项目：1.爬取链家网数据 2.处理后，用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价 最终结果神经网络效果更好，R^2值0.75左右

Python
Updated Jan 2, 2019

Built house price prediction model using linear regression and k nearest neighbors and used machine learning techniqu…

linear-regression
multiple-regression
house-price-prediction
ridge-regression
polynomial-regression
gradient-descent
python
machine-learning
machine-learning-regression
coursera
university-of-washington

Jupyter Notebook
Updated Jan 20, 2018

kaggle上的一个房屋价格预测比赛

Python
Updated Nov 30, 2017

A Web App to predict rent of house.

HTML
Updated Dec 2, 2018

Jupyter Notebook
Updated Mar 19, 2018

training model with python for kaggle competition house pricing

Python
Updated Mar 28, 2017

Fri-Chicks Project

C#
Updated Sep 25, 2018

Supervised Machine Learning Using Regression Analysis

multivariate-regression
supervised-machine-learning
regression-analysis
ols-regression
house-price-prediction
statsmodels
seaborn
pyplot

Jupyter Notebook
Updated Jan 21, 2018

Jupyter Notebook
Updated Jun 9, 2018

Tensorflow Lattice Regression for predicting house prices

random-forest-regression
lasso
lattice-regression
machine-learning
boston-housing-dataset
university-project
university-of-toronto
computer-science
research-project
tensorflow
scikit-learn
machinelearning
randomforest
lassoregression
house-price-prediction
tensorflow-lattice

Jupyter Notebook
Updated Sep 25, 2018

Predict house price using Simple Linear Regression with small amount of data

Jupyter Notebook
Updated Sep 22, 2018

In this project, I predicted the house prices of Ames Housing. The dataset contains 79 explanatory variables describi…

price-prediction
house-price-prediction
ames-housing
xgboost
lasso-regression
data-visualization
outlier-detection
outlier-removal
normalization
elasticnet
kernel-ridge-regression
stacked-ensembles
advanced-regression
advanced-regression-techniques
jupyter-notebook
python3

Jupyter Notebook
Updated Sep 16, 2018

Presentation and sample code for the Kaggle Munich Meetup Group

machine-learning
kaggle
house-price-prediction
python
jupyter-notebook
scikit-learn
pandas
numpy
linear-regression
regression-models

HTML
Updated Mar 10, 2017

This competition challenges you to predict the final price of each home with 79 explanatory variables describing (alm…

Jupyter Notebook
Updated May 16, 2018

Python Tensorflow example codes during practice

Python
Updated Mar 29, 2017

UK house price analysis, house price growth vs interest you pay on the mortagage

Updated Apr 15, 2019

A Mathematical Intuition behind Linear Regression Algorithm

linear-regression
machine-learning
algorithm
univariate-regressions
multivariate-regression
hypothesis
house-price-prediction
linear-equations
cost-function
gradient-descent
mean-square-error
mse
partial-derivative
linear-algebra
vector
matrices
feature-scaling
mean-normalization
bias-variance
regularized-linear-regression

Updated Jul 16, 2018

Program that uses Machine Learning to predict house prices based on historical data. Algorithm being implemented is k…

C
Updated Nov 11, 2018

Python
Updated Apr 26, 2019

This repo contains prediction of house prices with more than 100 features and uses advanced regression techniques

house-price-prediction
regression
regression-models
xgboost
elasticnet
ridge-regression
advanced-regression
lasso-regression

Jupyter Notebook
Updated Mar 2, 2019

Exploration of kaggle House Price Data and building house price prediction models

Jupyter Notebook
Updated Aug 24, 2017

A compilation of different models that predict a home's value (in Melbourne, Australia) and determine which model per…

boosting
regression
regression-models
predictive-modeling
prediction-model
predictive-analytics
predictive-analysis
prediction
prediction-algorithm
house-price-prediction
housing
housing-prices

Jupyter Notebook
Updated Jan 10, 2018

My final year dissertation project -- house price prediction using machine learning technique.

Jupyter Notebook
Updated Feb 23, 2019

Kaggle House Prices Predictions

HTML
Updated Feb 25, 2018

Predict the sale price of house

Jupyter Notebook
Updated Mar 31, 2018

Category : Data Science problem - Subject : Predict a House Price , by designing a predictive models using Python

python
prediction
predictive-modeling
regression
data-science
datascience
kaggle
kaggle-competition
house-price-prediction

Python
Updated Feb 14, 2018