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100-days-of-ml-code

100 Days of ML Coding

altair-tutorial

Notebooks for the Altair tutorial

analisis_datos-caso_craftbeer

analisis_datos-caso_kickstarter

awesome-deep-learning-papers

The most cited deep learning papers

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

categorical-encoding

A library of sklearn compatible categorical variable encoders

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cufflinks

Productivity Tools for Plotly + Pandas

data-science-design-manual-notebooks

Figure notebooks for "The Data Science Design Manual" (http://www.data-manual.com/)

data-science-from-scratch

code for Data Science From Scratch book

data_cleaning_workshop

Created the contents of this repo originally for a workshop I gave at UCLA

datapoolpa

DATAPOOLPA is a data community study group where people get together to get into data science. Tutors and learners empower themselves to dig in this amazing field.

dbda-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

deepfashion2

DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf

ebooks

E-books of all types

estados_municipios

example-code

Example code for the book Fluent Python

fan_pages_media

from-python-to-numpy

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017

go

The Open Source Data Science Masters

good-papers

I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers

high-school-guide-to-machine-learning

Being a high schooler myself and having studied Machine Learning and Artificial Intelligence for a year now, I believe that there fails to exist a learning path in this field for High School students. This is my attempt at creating one.

intro-to-python

Introduction to the Python Programming Language

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

learn_deep_learning_in_6_weeks

This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube

learn_machine_learning_in_3_months

This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube

learning_sources

machine-learning-books-with-python

Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python

machine-learning-for-cyber-security

Curated list of tools and resources related to the use of machine learning for cyber security