kArAn 's repositories
SVR--Decision-Trees--Random-Forests--DeepNeuralNets--to-PREDICT-FOREST-FIRES
This repo is an implementation of the research paper "A Data Mining Approach to Predict Forest Fires using Meteorological Data." by P. Cortez and A. Morais. The algorithms used are : SVR, Decision Trees, Random Forests, Simple Deep Neural Network ( Keras with Tensorflow backend)
Recommendation_systems-using-SVD-KNN-etc
Building Recommendation systems using Singular Value Decomposition (SVD), knn Algorithm, Collaborative filtering, etc
Automatic-Cartography-from-Remote-Sensing
This repo contains project for Automatic Cartography from Remote Sensing datasets
Collaborative-filtering-for-Music-recommendation
This repo uses Collaborative filtering for Music recommendation (User-based and content-based)
Markov-Chains-to-Predict-Stock-Market-Behaviour
This is a simple implementation of Markov chains to predict Stock Market Behaviour
awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
awesome-deep-vision
A curated list of deep learning resources for computer vision
style-transfer
An implementation of "A Neural Algorithm of Artistic Style" by L. Gatys, A. Ecker, and M. Bethge. http://arxiv.org/abs/1508.06576.
Census-Data-Imbalanced-Data-Problem
This is a simple Imbalanced dataset handling problem where I have used Census Data
Data-Science-Projects
Collection of personal data science projects
DeepNetsForEO
Deep networks for Earth Observation
Dimensionality-Reduction-Techniques-Massive-Guide
This repo is a collection of examples of almost all Dimensionality Reduction techniques currently used. Codes are in Python and R. (Working on it. Stay tuned.)
keras-resources
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
Latent-Dirichlet-Allocation-with-Collapsed-Gibs-Sampling
This is an implementation of Topic Modelling using Latent Dirichlet Allocation with collapsed Gibbs Sampling
machine-learning-interview
Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Mastering-Probability-and-Statistics-in-Python
Mastering Probability and Statistics in Python, published by Packt
NLP-using-Deep-Learning
This repo contains some of of my work in NLP using Deep Leaning. I am also adding all (nearly) awesome stuff in DeepNLP out there. Enjoy!!!
pretrained.ml
Compilation of pre-trained deep learning models with demos and code.
Regression-Analysis-in-R
This repo is a Simple Regression analysis in R for the Competition on Kaggle - World Happiness Index