mnghuang Goto Github PK

003_machinelearning2_ebook

anomalydetection

Anomaly Detection with R

azure-content

Repository containing the Articles on azure.microsoft.com Documentation Center

azure-kusto-python

Kusto client libraries for Python

caffe

Caffe: a fast open framework for deep learning.

cleaver

30-second slideshows for hackers

cntk

Microsoft Cognitive Toolkit (CNTK)

data-scientists-guide-apache-spark

Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.

dl4j-0.4-examples

Please use these examples based on deeplearning4j 0.4.* release.

folium

Python Data. Leaflet.js Maps.

go.py

A text-based go game written in python

handson-ml

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

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

learnai-bootcamp

LearnAI Boot Camp Training Materials

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

neural-networks-demystified

Supporting code for short YouTube series Neural Networks Demystified.

newspaper

News, full-text, and article metadata extraction in Python 3

prettytensor

Pretty Tensor: Fluent Networks in TensorFlow

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

python-psql-helper

Psql helper class created while doing Galvanize's Data Science Capstone project.

python_mcl

markov cluster algorithm - python

scene-classification-spark

Scene classification spark example

scikit-and-tensorflow-workbooks

based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)

sea_traffic_accident_prediction

Galvanize Data Science Capstone Project - Identifying features predictive of traffic accidents in Seattle

seattle-boundaries

geojson for various boundaries in Seattle

self_learning_notes

shablona

A template for small scientific python projects

skflow

Simplified interface for TensorFlow (mimicking Scikit Learn)

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

yelp-api

Examples of code using our API