karendeng

adaptive-softmax

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

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.

caffe

Caffe: a fast open framework for deep learning.

CoreNLP

Stanford CoreNLP: A Java suite of core NLP tools.

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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

dynet

DyNet: The Dynamic Neural Network Toolkit

gensim

Topic Modelling for Humans

gtn

Automatic differentiation with weighted finite-state transducers.

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

k2

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

kaldi-dnn-ali-gop

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

langchain

⚡ Building applications with LLMs through composability ⚡

lattice_rnn

Bi-directional Lattice Recurrent Neural Networks for Confidence Estimation

lhotse

LightGBM

A fast, distributed, high performance gradient boosting (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.

mlconvgec2018

Code and model files for the paper: "A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction" (AAAI-18).

models

Models built with TensorFlow

mxnet-notebooks

Notebooks for MXNet

nematus

Open-Source Neural Machine Translation in Theano

OpenNMT

Open-Source Neural Machine Translation in Torch

rnng

Recurrent neural network grammars

smtgec2017

A statistical machine translation (SMT)-based grammatical error correction system that makes use of neural network joint models (NNJM) and and character-level SMT for spelling correction.

snowfall

spaCy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

subword-nmt

Subword Neural Machine Translation

tensorlayer

TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer.

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.

vecmap

A framework to learn bilingual word embedding mappings

vlcp

A production-ready SDN controller, and a highly-extensible SDN framework.