AI-Interventions

Genetic Algorithm
Bayesian Classifier for Text Classification
Understanding of some of the popular optimizers used in Deep Learning.
Working with Word Embeddings.
Experimentation with various approaches in developing Convolutional Neural Networks for Image Classification like using Dropout, Batch Normalization and Transfer Learning to acheive high accuracy.

Name		Name	Last commit message	Last commit date
Classifying_the_Simpsons_The_Simpsons!.ipynb		Classifying_the_Simpsons_The_Simpsons!.ipynb
GA_perceptron.py		GA_perceptron.py
README.md		README.md
Understanding_Momentum,_Adam,_SGD,_RMSPROP.ipynb		Understanding_Momentum,_Adam,_SGD,_RMSPROP.ipynb
Working_with_word_embeddings.ipynb		Working_with_word_embeddings.ipynb
classification_using_naive_bayes_classifier.py		classification_using_naive_bayes_classifier.py

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