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allennlp

An open-source NLP research library, built on PyTorch.

attack-graphs

Attack graph construction and analysis

attentional-interfaces-o-reilly

My O'Reilly Publications

blink

Entity Linker solution

classifying-cifar-10-images

Deep Learning Project from Udacity's Machine Learning Nanodegree

creating-customer-segments

Unsupervised learning for market segmentation

cs231n

stanford cs231n 2016 assignment

finding-donors

Udacity Machine Learning Nanodegree: Supervised Learning Project

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.

hornet

Hornet data structure for sparse dynamic graphs and matrices

intermediatepython

interview-questions

Collection of technical interview questions on data structures and algorithms

machine-learning

Content for Udacity's Machine Learning curriculum

mulval

A logic-based enterprise network security analyzer

name-anonymizer

Utility that automates name anonymizing over batches of text files

nlquery

Natural Language Engine on WikiData

packing-unpacking-pytorch-minimal-tutorial

Minimal tutorial on packing and unpacking sequences in pytorch

predicting-boston-housing-prices

Model Validation Project from Udacity's Machine Learning Nanodegree

pyramid

Pyramid bridges one more gap between R and Python by bringing R's auto.arima to Python. Pyramid wraps statsmodels' well-tested ARIMA and SARIMAX estimators.

qgis

QGIS is a free, open source, cross platform (lin/win/mac) geographical information system (GIS)

recurrent-entity-networks

TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".

scikit-learn

scikit-learn: machine learning in Python

sky-cast

Works with data from Sky Scrape to make time series forecasts using statistical and machine learning techniques

sky-cast-capstone

Sky Cast: A Comparison of Modern Techniques for Forecasting Time Series

sky-scrape

Tool that scrapes aviation data from USDOT based on custom user queries, presenting in a CSV file on disk

spelling-corrector

Utility that automates spelling correction over batches of text files

student-intervention-system

Supervised learning for student intervention

tensorflow

Computation using data flow graphs for scalable machine learning

text-cleaner

Utility that automates text cleaning over batches of text files

training-a-smartcab-to-drive

Reinforcement learning for self-driving car simulation