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pixyll

A simple, beautiful Jekyll theme that's mobile first.

poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

practical_rl

A course in reinforcement learning in the wild

pvdm

:books: Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.

pydata-gbrt-tutorial

IPython notebook for PyData SF 2014 tutorial: "Gradient Boosted Regression Trees in scikit-learn"

pyfasthash

Python Non-cryptographic Hash Library

pystruct

Simple structured learning framework for python

python-ftfy

Given Unicode text, make its representation consistent and possibly less broken.

python-twitter

python_reference

Useful functions, tutorials, and other Python-related things

rosetta

Tools, wrappers, etc... for data science with a concentration on text processing

sigma.js

A JavaScript library dedicated to graph drawing

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

snap-python

SNAP Python code, SWIG related files

spearmint

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

spearmint-1

Spearmint Bayesian optimization codebase

spoon-knife

This repo is for demonstration purposes only. Comments and issues may or may not be responded to.

stormtweetswordcount

Reads Twitter stream and counts words present in Tweets in real-time using Storm.

stormwordcount

Application to demonstrate Storm distributed framework by counting the words [from random sentences] in real-time. This project does not need internet access.

tensorflow

Computation using data flow graphs for scalable machine learning

tmp

tutorial-201203-big-data

Code and configuration files from my tutorial on Big Data infrastructure (VM, EC2, etc.) and RHadoop's rmr package

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

vwnlp

Solving NLP problems with Vowpal Wabbit: Tutorial and more