zhmxu Goto Github PK

dobson

Python solutions to the code examples in Dobson AJ & Barnett AG: "An Introduction to Generalized Linear Models (3rd ed)

effectivepython

Effective Python: Second Edition — Source Code and Errata for the Book

eigenfacesdemo

Eigen Faces Demonstration in MATLAB

epibook.github.io

Publishes to Github Pages

epijudge

EPI Judge - Preview Release

examples-scala

Stream Processing with Apache Flink - Scala Examples

fastai

The fast.ai deep learning library, lessons, and tutorials

fcmlcode

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

flasky

Companion code to my O'Reilly book "Flask Web Development", second edition.

geo-services.scikit-learn

Geo-Located Data: Extracting Patterns from Mobile Data using Scikit-Learn and Cassandra

gopl.io

Example programs from "The Go Programming Language"

gpmat

Matlab implementations of Gaussian processes and other machine learning tools.

gpy

Gaussian processes framework in python

hands-on-python-natural-language-processing

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hmmds

Automatically exported from code.google.com/p/hmmds

jupytext

Jupyter notebooks as Markdown documents, Julia, Python or R scripts

kalman-and-bayesian-filters-in-python

Kalman Filter textbook using Ipython Notebook. This book takes a minimally mathematical approach, focusing on building intuition and experience, not formal proofs. Includes Kalman filters, Extended Kalman filters, unscented filters, and more. Includes exercises with solutions.

katacoda-notebooks

O'Reilly Katacoda

kdd18-gluon

KDD18 Tutorial: Deep Learning and Natural Language Processing with Apache MXNet (Incubating) Gluon

knkutils

MATLAB utility functions written by Kendrick Kay

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

machine-learning-face-detection-boosting-techniques

machine-learning-techniques-ntu

My code for the assignments in the 'Machine Learning Techniques' course from National Taiwan University on Coursera

magellan

Geo Spatial Data Analytics on Spark

main

CS429: Information Retrieval @ IIT

mastering-object-oriented-python-second-edition

Mastering Object-Oriented Python - Second Edition, published by Packt

matlab-toolboxes

Contains all my Matlab toolboxes.