Dreamliking's repositories

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

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TextClassification

Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

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transitions

A lightweight, object-oriented finite state machine implementation in Python with many extensions

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UNF

UNF(Universal NLP Framework)

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bert4keras

keras implement of transformers for humans

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Chinese-Annotator

Annotator for Chinese Text Corpus (under development, welcome for ideas) 中文文本标注工具

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Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

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cnSchema

开放中文知识图谱的schema

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cpython

The Python programming language

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deeplearning_ai_books

deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)

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ernie

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

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fastText

Library for fast text representation and classification.

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fastText.py

A Python interface for Facebook fastText

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gru-svm

A Neural Network Architecture Combining Deep Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

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HanLP

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

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improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

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ltp

Language Technology Platform

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magnesium

Multi Graph Convolutional Neural Networks applied to Matrix Completion.

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MSMARCOV2

Utilities and Descriptions Related to the MSMARCO DATASET

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pytudes

Python programs to practice or demonstrate skills.

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RandomWarpingSeries

RandomWarpingSeries (RWS) is a simple code for generating the vector representation of time-series for time-series classification, clustering, and regression.

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RecordPapers4NLP

Record papers for some NLP related area

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Relation-Classification

Relation Classification using LSTM between two given entities using Tensorflow

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Text-Classification-1

Implementation of papers for text classification task on DBpedia

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