Pedro Marcelino's starred repositories
awesome-python
An opinionated list of awesome Python frameworks, libraries, software and resources.
effective-pandas
Source code for my collection of articles on using pandas.
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
featureforge
A set of tools for creating and testing machine learning features, with a scikit-learn compatible API
featuretools
An open source python library for automated feature engineering
scikit-learn
scikit-learn: machine learning in Python
fancyimpute
Multivariate imputation and matrix completion algorithms implemented in Python
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
machine-learning-mindmap
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
hackermath
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
dive-into-machine-learning
Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)