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1-billion-word-language-modeling-benchmark

Formerly known as code.google.com/p/1-billion-word-language-modeling-benchmark

adaptive-softmax

Implements an efficient softmax approximation as described in the paper "Efficient softmax approximation for GPUs" (http://arxiv.org/abs/1609.04309)

alignment-viewer

A script that visualizes alignments between two sentences.

athena

an open-source implementation of sequence-to-sequence base speech processing engine

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

baselines-emnlp2016

This repository contains baseline models, training scripts, and instructions on how to reproduce our results for our state-of-art grammar correction system from M. Junczys-Dowmunt, R. Grundkiewicz: Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction, EMNLP 2016.

brat

brat rapid annotation tool (brat) - for all your textual annotation needs

caffe

Caffe: a fast open framework for deep learning.

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

conlleval.py

Python version of the evaluation script from CoNLL'00-

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

correction_detector

Correction Detector. An JSON RPC server that compares an input sentence with its revision and summarizes errors have been corrected.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

dynet

DyNet: The Dynamic Neural Network Toolkit

edit-extraction

Automatically extract grammatical edits from parallel original and corrected sentences.

errant

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gensim

Topic Modelling for Humans

giza-pp

GIZA++ is a statistical machine translation toolkit that is used to train IBM Models 1-5 and an HMM word alignment model. This package also contains the source for the mkcls tool which generates the word classes necessary for training some of the alignment models.

groundhog

Library for implementing RNNs with Theano

gtn

Automatic differentiation with weighted finite-state transducers.

imeasure

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

irstlm

jfleg

JFLEG (JHU FLuency-Extended GUG) corpus for Grammatical Error Correction Evaluation

k2

FSA/FST algorithms, intended to (eventually) be interoperable with PyTorch and similar

kaldi

This is now the official location of the Kaldi project.

kaldi-dnn-ali-gop

Forced alignment and Goodness of Pronunciation (GOP) with DNN support. Bases on Kaldi.

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

langchain

⚡ Building applications with LLMs through composability ⚡