GitHub - CheshtaK/ML-Basics: Machine Learning With Python

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 51 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Image Segmentation		Image Segmentation
Movie Review Classification Project		Movie Review Classification Project
__pycache__		__pycache__
.gitignore		.gitignore
3D Surface Plots.ipynb		3D Surface Plots.ipynb
Air Quality Prediction Assignment.ipynb		Air Quality Prediction Assignment.ipynb
Basic NLP Pipeline.ipynb		Basic NLP Pipeline.ipynb
Cats_Dogs_Humans_Horses_CNN.ipynb		Cats_Dogs_Humans_Horses_CNN.ipynb
Classification.py		Classification.py
Convolution Neural Networks.ipynb		Convolution Neural Networks.ipynb
Data Augmentation and Image Pipeline.ipynb		Data Augmentation and Image Pipeline.ipynb
Data Augmentation.ipynb		Data Augmentation.ipynb
Data Generation.ipynb		Data Generation.ipynb
Data Processing and Visualisation.ipynb		Data Processing and Visualisation.ipynb
Fashion MNIST - CNN.ipynb		Fashion MNIST - CNN.ipynb
Gaussian Naive Bayes.ipynb		Gaussian Naive Bayes.ipynb
Grid Search.ipynb		Grid Search.ipynb
IMDB - RNN Classification.ipynb		IMDB - RNN Classification.ipynb
Introduction to Python.ipynb		Introduction to Python.ipynb
Iterators and Generators.ipynb		Iterators and Generators.ipynb
K Nearest Neighbors.py		K Nearest Neighbors.py
K-Means Clustering.ipynb		K-Means Clustering.ipynb
K-Means and DBSCAN.ipynb		K-Means and DBSCAN.ipynb
K-Means++.ipynb		K-Means++.ipynb
KNN Algorithm.ipynb		KNN Algorithm.ipynb
KNN MNSIT.ipynb		KNN MNSIT.ipynb
Linear Regression.ipynb		Linear Regression.ipynb
Logistic Regression.ipynb		Logistic Regression.ipynb
MLP.ipynb		MLP.ipynb
MNIST Covnet.ipynb		MNIST Covnet.ipynb
MNIST Dataset.ipynb		MNIST Dataset.ipynb
Model.py		Model.py
Multivariate Regression.ipynb		Multivariate Regression.ipynb
Naive Bayes on MNIST Data.ipynb		Naive Bayes on MNIST Data.ipynb
Naive Bayes.ipynb		Naive Bayes.ipynb
Non Linear Classification.ipynb		Non Linear Classification.ipynb
Non Linear Regression.ipynb		Non Linear Regression.ipynb
Normalising Data.ipynb		Normalising Data.ipynb
OR operator Neural Network.ipynb		OR operator Neural Network.ipynb
Perceptron.ipynb		Perceptron.ipynb
Python Functions.ipynb		Python Functions.ipynb
Regression.ipynb		Regression.ipynb
Regression.py		Regression.py
SVM.ipynb		SVM.ipynb
SVM.py		SVM.py
Stochastic and Mini Batch.ipynb		Stochastic and Mini Batch.ipynb
ToyDatasets.ipynb		ToyDatasets.ipynb
Transfer Learning.ipynb		Transfer Learning.ipynb
Transfer_Learning.ipynb		Transfer_Learning.ipynb
Word2Vec.ipynb		Word2Vec.ipynb
best_model.h5		best_model.h5
cody2.jpg		cody2.jpg
linearregression.pickle		linearregression.pickle
my_model.h5		my_model.h5
visualize.py		visualize.py