sh1900 Goto Github PK

amazon-sagemaker-examples

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

bookdown-demo

A minimal book example using bookdown

business-analytics

Data Analytics, Statistics, Visualization (R / Python)

coding-interview-university

A complete computer science study plan to become a software engineer.

cs386-ai-lab

ctci-6th-edition-python

Cracking the Coding Interview 6th Ed. Python Solutions

datasharing

The Leek group guide to data sharing

deeplearning.ai

Materials from deeplearning.ai course on Coursera

dlaicourse

Notebooks for learning deep learning

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

hadoop-book

Example source code accompanying O'Reilly's "Hadoop: The Definitive Guide" by Tom White

hadoop-tutorials

hadoop-tutorials

hadoop-tutorials-examples

Source, data and turotials of the blog post video series of Hue, the Web UI for Hadoop.

hpmor-lyx

Harry Potter and the Methods of Rationality LyX files

kaggle-galaxies

Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge)

keras

Deep Learning for humans

leetcode-1

🎓Leetcode solutions in Python 📚

leetcodebook

leetcode 1~400知识点&题型总结&leetcode对应题表

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

machine-learning

:earth_americas: machine learning algorithms tutorials (mainly in Python3)

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

mapreducepatterns

Repository for MapReduce Design Patterns (O'Reilly 2012) example source code

ml

StudyNotes

ml-class

Materials for class on machine learning/deep learning using scikit-learn, tensorflow and keras

mrjob

Run MapReduce jobs on Hadoop or Amazon Web Services

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

neural-networks-and-deep-learning

This is my assignment on Andrew Ng's course “neural networks and deep learning”

paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

programming

scripts for personal reference