pauloarantes Goto Github PK

ai-sudoku

AI agent that solves Sudoku (including diagonal and naked twins strategies)

aind2-dl

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

apola-dl-notebook

Jupyter notebook docker server with TensorFlow, Caffe, iTorch and more.

art-project

Capstone project for Galvanize

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

computer-science

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

coursera-ml

use numpy and tensorflow to implement these basic ML model and learning algorithm

coursera-neural-net

Assignments for Geoffrey Hinton's Neural Net Course on Coursera, translated from (gross)Matlab into (beautiful)Python.

cs570

Code for CS570, Essentials of Data Science

ctci

Cracking the Coding Interview, 5th Edition

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

deeplearningbook

MIT Deep Learning Book in PDF format

graph-hack-sfo-2016

Graph Hack at Graph Connect SFO 2016

intro-to-sklearn

Notebooks covering introductory material to ML, ML with sklearn and tips.

lawyer-case-recommender

Capstone project for Galvanize

mini-rogue-python

Python implementation of Mini Rogue PnP card game

ml_sagemaker_studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

mnist-cnn

oreilly-rl-tutorial

Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conference.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

sagemaker-deployment

Code and associated files for the deploying ML models within AWS SageMaker

stuff

tensorflow

Computation using data flow graphs for scalable machine learning

the-growroom

time_series_with_python

udacimak

Udacity Nanodegree and Course Downloader

unbalanceddataset

Python module to perform under sampling and over sampling with various techniques.

word2vec-workshop

word2vec workshop - covers the concept understanding of the algorithm and practical application