Jonathan Mallia's repositories
poetry_genre_classifier
Classification model for poetic genres and a recommendation system
predictor
Source code for my blog post about "How to predict the success of your marketing campaign"
myhybrid
Demo of a Reticulated Shiny App, using NREL's FASTSim model to compare vehicle MPGs for a user defined trip.
touch_driven_recommender_engines
Farfetch: Understanding the customer
Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras
iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data
nn_project
Project repository for Neural Networks course where we solve the Santander Customer Transaction Prediction Kaggle competition
EuroVision
A Monte Carlo analysis of strategic voting in Eurovision Song Contest
Deep-Autoencoders-For-Collaborative-Filtering
Using Deep Autoencoders for predictions of movie ratings.
Employee-Churn-Predictive-Model
Predicting Employee Churn with Supervised Machine Learning
fastai
The fastai deep learning library, plus lessons and and tutorials
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
competitive-data-science
Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course
Machine-Learning-with-Python
Python codes for common Machine Learning Algorithms
medium
A collection of Medium posts
nyt-nlp-capstone
Data Science Capstone analyzing NYT Comments for predicting popularity
Text-Classification
Text Classification through CNN, RNN & HAN using Keras
hyperparameter-optimization
Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms
keras
Deep Learning for humans
ai-projects
Artificial Intelligence projects, documentation and code.
MLPB
Machine Learning Problem Bible | Problem Set Here >>
kaggle_mercedes
The 11th place solution of Mercedes-Benz Greener Manufacturing competition on Kaggle
Hanhan_Data_Science_Resources2
more data science resources
StackNet
StackNet is a computational, scalable and analytical Meta modelling framework
IntroToTextAnalyticsWithR
Public repo for the Data Science Dojo YouTube tutorial series "Introduction to Text Analytics with R".
KaggleLib
A library of most useful basic functions for Kaggle competitions
FTRL
R/Rcpp implementation of the 'Follow-the-Regularized-Leader' algorithm