nikhilamunipalli
Machine learning is my thing! Competitive coding is my food! Data science aspirant. Love for neural networks!
Pinned Repositories
Adobe-React-Aug-2020
android-projects
anEngineer
artificial-neural-networks-classification
Categorical-data-handling
When your data involves many categorical variables, a simple logic can be used to encode them. After label encoding is done, OneHotEncoder is used to encode the already encoded data into 0s and 1s. Later one of the encoded column must be eliminated to remove Dummy Variable Trap. For this, several numpy vectors must be created which can store individual categorically encoded variable. Instead of usage of many arrays and later appending them to independent variable matrix, every variable can be encoded at a time and dummy variable trap can be eliminated. This is a simple loop implementation, using enumeration technique.
classification-models
codeutsava3.0
restricted-boltzmann-machines-artificial-neural-networks-for-binary-classifiation
sentiment-analysis-with-deep-learning-and-GANs
nikhilamunipalli's Repositories
nikhilamunipalli/restricted-boltzmann-machines-artificial-neural-networks-for-binary-classifiation
nikhilamunipalli/sentiment-analysis-with-deep-learning-and-GANs
nikhilamunipalli/Adobe-React-Aug-2020
nikhilamunipalli/android-projects
nikhilamunipalli/anEngineer
nikhilamunipalli/artificial-neural-networks-classification
nikhilamunipalli/Categorical-data-handling
When your data involves many categorical variables, a simple logic can be used to encode them. After label encoding is done, OneHotEncoder is used to encode the already encoded data into 0s and 1s. Later one of the encoded column must be eliminated to remove Dummy Variable Trap. For this, several numpy vectors must be created which can store individual categorically encoded variable. Instead of usage of many arrays and later appending them to independent variable matrix, every variable can be encoded at a time and dummy variable trap can be eliminated. This is a simple loop implementation, using enumeration technique.
nikhilamunipalli/classification-models
nikhilamunipalli/codeutsava3.0
nikhilamunipalli/cognitive_marketing_cloud
nikhilamunipalli/GANs-ANNs-ensemble-classification
nikhilamunipalli/generative-adversarial-networks-GANs-
simple gans
nikhilamunipalli/github-demo
a simple demo repository to show the Git Workflow
nikhilamunipalli/gobingo
nikhilamunipalli/hello-world
this is my first github project
nikhilamunipalli/javascript_dicegame
nikhilamunipalli/keyword
nikhilamunipalli/nlp-for-religion-prediction
nikhilamunipalli/regression-models
nikhilamunipalli/restricted-boltzmann-machines-for-classification
nikhilamunipalli/sentiment
nikhilamunipalli/sentiment_analysis