This repository contains various machine learning algorithms and their implementations
1) Gradient Descent
2) Logistic Regression
3) Random Forests
4) Decision Tree
5) K Nearest Neighbors(KNN)
6)Principle Component Analysis(PCA)(Dimensionality reduction Algorithm)
- Cifar10(Image classification Project)
7) Natural Language Processing(NLP)
- Movie Prediction
- Twitter Sentiment Analysis
8) Neural Network
- Single Layer Implementation
9) CNN
- MNIST using Keras
- MNIST using Tensorflow