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agile_data_code_2

Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

arop

Automated Registration and Orthorectification Package

awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

business_duration

Calculates business duration in days, hours, minutes and seconds by excluding weekends, public holidays and non-business hours

dataread

datasynthesisworkshop

foss4g2014-slides

Collections of Slides for FOSS4G 2014

gst105foss4glabs

GST 105 - Introduction to Remote Sensing - FOSS4G Labs

handtracking

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

healthcareai-py

Python tools for healthcare machine learning

interpretable_machine_learning_with_python

Practical techniques for training interpretable ML models, explaining ML models, and debugging ML models.

lightgbm

A fast, distributed, high performance gradient boosting (GBT, 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.

lsa_classification

Text classification example in Python using Latent Semantic Analysis (LSA)

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

otb

Orfeo ToolBox library is an open source library for remote sensing images processing

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

pricing

Tutorials about Quantitative Finance in Python and QuantLib: Pricing, xVAs, Hedging, Portfolio Optimisation, Machine Learning and Deep Learning

property-finder

A turnkey solution for a fictitious real estate business

py-editdist

Automatically exported from code.google.com/p/py-editdist

resume

Software developer resume in Latex

serverlesscrawler-vancouverrealstate

A Serverless Crawler For Real State Data in Vancouver Using AWS Lambda, Dynamo, RDS MySQL and CloudWatch

sparse_dot_topn

Python package to accelerate the sparse matrix multiplication and top-n similarity selection

stock_movement_prediction

Predictive Model for Future Stock Price Movement using TensorFlow and Keras

test

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).