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farhanchoudhary /Machine_Learning_A-Z_All_Codes_and_Templates

Star34

All codes, both created and optimized for best results from the SuperDataScience Course

natural-language-processing reinforcement-learning deep-learning clustering cross-validation naive-bayes-classifier thompson-sampling neural-networks classification dimensionality-reduction grid-search principal-component-analysis clustering-algorithm upper-confidence-bounds k-fold xgboost-algorithm association-rule-learning machine-learning-az

UpdatedNov 5, 2017
Python

NikhilaThota /CapstoneProject_House_Prices_Prediction

Star25

Understand the relationships between various features in relation with the sale price of a house using exploratory data analysis and statistical analysis. Applied ML algorithms such as Multiple Linear Regression, Ridge Regression and Lasso Regression in combination with cross validation. Performed parameter tuning, compared the test scores and s…

python machine-learning correlation linear-regression cross-validation data-visualization data-extraction data-analysis regularization standardization datawrangling predictive-modeling ridge-regression data-exploration k-fold lasso-regression encoding-library parameter-tuning root-mean-squared-error-metric regression-analysis

UpdatedJan 19, 2018
Jupyter Notebook

amayumradia /AirBnB-pricing-prediction

Star11

Harvard Project - Accuracy improvement by adding seasonality premium pricing

python linear-regression scikit-learn regularization ridge-regression k-fold lasso-regression airbnb-pricing-prediction airbnb-dataset premium-pricing

UpdatedDec 15, 2016
Jupyter Notebook

ibnujakaria /deteksi-penyakit-jagung

Star11

Deteksi penyakit pada (daun) jagung berbasis citra dengan menggunakan metode GLRLM dan FCH.

machine-learning data-mining image-processing image-classification k-fold

UpdatedJan 4, 2023
JavaScript

AlexeySKiselev /randomjs

Star10

A JavaScript module for generating random seeded distributions and its statistical analysis.

distribution statistics math random seed murmurhash3 random-generation prng statistical-analysis xorshift murmur3 random-number-generators shuffle k-fold zipf moving-average random-sample derangement quartile xorwow

UpdatedJul 4, 2021
JavaScript

generic-matrix /generics.js

Star6

A minimal Deep learning library for the web.

nodejs reinforcement-learning deep-learning neural-network cross-validation cnn deep-learning-library k-fold

UpdatedAug 19, 2020
JavaScript

shreyas-muralidhara /UCI-Cardiac-Arrhythmia-Classification

Star6

Predict the type of arrhythmia based on Electro-cardiogram (ECG) tool using machine learning models and algorithms.

svm-classifier k-fold uci-machine-learning mlp-classifier knn-classifier 1d-cnn cardiac-arrhythmia

UpdatedNov 28, 2020
Jupyter Notebook

spoddutur /spark-ml-dashboard

Star5

Spark ML Dashboard built to plug-in and tweak the model params to real-time verify classification results on sample test data

classifier machine-learning scala news spark pipeline real-time-processing k-fold spark-mllib dashboard-application 20news-bydate-classification

UpdatedOct 11, 2017
Scala

encodedANAND /K-Fold-Cross-Validation

Star4

linear-regression cross-validation least-squares k-fold oops-in-python

UpdatedSep 24, 2018
Python

CaffeineViking /machine-learning

Star4

Classic Machine Learning in R

machine-learning r linear-regression dataset pca kernel-methods decision-trees lda knn k-fold

UpdatedApr 29, 2019
R

MrKhan0747 /New-York-City-Taxi-Trips-Fare

Star4

In this project using New York dataset we will predict the fare price of next trip. The dataset can be downloaded fromhttps://www.kaggle.com/kentonnlp/2014-new-york-city-taxi-trips The dataset contains 2 Crore records and 8 features along with GPS coordinates of pickup and dropoff

machine-learning random-forest cross-validation prediction data-visualization data-preprocessing feature-engineering k-fold taxi-data random-forest-regressor nyc-taxi-dataset nyc-taxi ensemble-machine-learning nyc-taxi-fare