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Commits on Jun 15, 2021

• Merge pull request #3 from EshwarCVS/master

  Show description for 868976e
  srafay

  authored
  868976e

Commits on Jun 12, 2021

• Updated spelling

  EshwarCVS

  authored
  d6d186c

Commits on Mar 3, 2019

• Merge pull request #1 from seepls/patch-2

  Show description for b86165e
  srafay

  authored
  b86165e

Commits on Mar 2, 2019

• Update kmeans.py

  seepls

  authored
  e26e16a

Commits on Jun 8, 2018

• Added the license file

  Show description for a4a1205
  srafay

  authored
  a4a1205

Commits on Apr 5, 2018

• Trying example from Comet.ml (Keras)

  srafay

  committed
  3320fc9

• Trying Comet.ml and revising Regression along with testing out new validation and score methods

  srafay

  committed
  fc8095f

Commits on Oct 19, 2017

• Added the template for non-binary classification

  srafay

  committed
  8fc8c38

• updated readme

  srafay

  committed
  0470059

• Modified the code for classifying cats and dogs - Convolutional Neural Networks

  srafay

  committed
  ec15cdf

Commits on Sep 15, 2017

• Experimenting with ANN's

  srafay

  committed
  78c8174

Commits on Sep 1, 2017

• Implemented Apriori algorithm of Association Rule Learning

  srafay

  committed
  7f51547

Commits on Aug 31, 2017

• Implemented Hierarchical Clustering algorithm by Agglomerative model (taking help of Dendrogram for optimal number of clusters)

  srafay

  committed
  029c339

• Implementing K-Means clustering on the dataset

  srafay

  committed
  b1cf031

Commits on Aug 28, 2017

• Read about False Positives and Negatives, Confusion Matrix, Accuracy Ratio, Cumulative Accuracy Profile and it's analysis

  srafay

  committed
  dca59c8

• Implemeted the Random Forest Classifier

  srafay

  committed
  72605b8

• Implemented Decision Tree Classifiers with 'entropy' criterion

  srafay

  committed
  7254fdc

• Implemeted Naive ML Model based on Bayse Theorem

  srafay

  committed
  3992e9d

Commits on Aug 27, 2017

• Implemented SVM with Gaussian Radial Basis Function and Polynomial Kernel

  srafay

  committed
  9865918

• Implemented Support Vector Machine (SVM) algorithm with linear and gaussian models

  srafay

  committed
  76976b9

• Implemented the K-Nearest Neighbor Classifier and updated the Readme file

  srafay

  committed
  d68b61c

Commits on Aug 26, 2017

• Implemented the Logistic Regression Model to solve the Classification problems on a dataset

  srafay

  committed
  9e51d2f

• Read how to evaluate the performance of Regression Models (theoratically) and got to know the problem of overfitting with it's solution (Regularization)

  srafay

  committed
  9dfddb1

• Implemented Random Forest Regression Model and updated the Readme file

  srafay

  committed
  85e9dc8

• Implemented Decision Tree Regression Technique and updated Readme

  srafay

  committed
  fce115b

• Implemented the SVR model and updated Readme

  srafay

  committed
  94e98ed

• Included the Regression Template file for building future Non-Linear Regression Models

  srafay

  committed
  3abd087

• Predicting the salary of an employee using Linear and Polynomial Regression techniques

  srafay

  committed
  a93d846

Commits on Aug 25, 2017

• Implemented Backward Elimination Technique in Multiple Linear Regression

  srafay

  committed
  6e70e81

Commits on Aug 23, 2017

• Adding the dataset and the code for Simple Linear Regression

  srafay

  committed
  1c4e874

Commits on Aug 22, 2017

• Made hierarchy for each topic, and initialized the data preprocessing template

  srafay

  committed
  d8f63fb

• Initialized with Readme

  srafay

  authored
  84eb0a4