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100-pandas-puzzles

Test your pandas skills with 100 short data manipulation problems

amr-guidelines

amr-hackathon

Abstract Meaning Representation (AMR) Hackathon

atom

The hackable editor

berkeley-entity

The Berkeley Entity Resolution System jointly solves the problems of named entity recognition, coreference resolution, and entity linking with a feature-rich discriminative model.

blocks-char-rnn

Multi-layer RNN (LSTM, GRU, RNN) for character-level language models in Blocks

bolinas

SHERG rule extraction and parsing tools

bottle

bottle.py is a fast and simple micro-framework for python web-applications.

camr

Transition-based tree-to-graph AMR Parser

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

dirbot

Scrapy project to scrape public web directories (educational)

gitwdiff

Better word-diff for git

graph-based-amr-parser

A Python implementation of a graph-based parser for Abstract Meaning Representation (AMR)

jamr

language_identification

A Python implementation of a simple method to identify the language of a document

mos

nlm

Train deep neural language models as described in this paper "Deep Neural Language Models for Machine Translation" http://www.aclweb.org/anthology/K/K15/K15-1031.pdf . We don't claim that this is a fast implementation but was sufficient for us to obtain consistent gains in real translation tasks.

okr

OKR: A Consolidated Open Knowledge Representation for Multiple Texts

pywsd

Python Implementations of Word Sense Disambiguation (WSD) Technologies.

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

theano-lights

Deep learning research framework based on Theano

vbench

vbench: A tool for benchmarking your code through time, for showing performance improvement or regressions

word_lstm

trying out tensor flow on japanese