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flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

forum

蓝灯(Lantern)官方论坛

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌&零件词库、时间抽取、连续英文切割、中文词向量大全、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据。

gcn-over-pruned-trees

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

geektime_dl

把极客时间装进Kindle

gnnpapers

Must-read papers on graph neural networks (GNN)

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.

hran

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

imn-e2e-absa

Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.

introduction-to-data-science-in-python

This repository contains Ipython notebooks of assignments and tutorials used in the course introduction to data science in python, part of Applied Data Science using Python Specialization from University of Michigan offered by Coursera

just_another_seq2seq

Just another seq2seq repo

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频

kaggle_pbr

My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.

kehnn

Source code of Knowledge Enhanced Hybrid Neural Network for Text Matching

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-gan

Keras implementations of Generative Adversarial Networks.

knowledge-graph-papers

Useful research papers to help understand knowledge graph

language-modelling

Generating Text using Deep Learning in Python - LSTM, RNN, Keras

lantern

🔴Lantern Latest Download https://github.com/getlantern/lantern/releases/tag/latest 🔴蓝灯最新版本下载 https://github.com/getlantern/download 🔴

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

lda-python

A Python implementation of LDA

lda_recengine

An implementation of LDA-based Recommender System

libsvm

lm_syneval

Code for replicating the work in "Targeted Syntactic Evaluation of Language Models." EMNLP 2018.

logisticregression

Logistic Regression classifier written in python

lstm

lstm-cnn-cws

A Deep Learning Tool for Chinese word segmentation (Bi-LSTM, CNN, CRF)

lstm-context-embeddings

Augmenting word embeddings with their surrounding context using bidirectional RNN