A complete NLP guideline for enthusiasts

Last update: Dec 27, 2022

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Overview

NLP-NINJA

A complete guide for Natural Language Processing in Python

S.No.	Topic	Level	Meaning
1	Tokenization	🤍	Beginner
2	Stemming	🤍	Beginner
3	Lemmatization	🤍	Beginner
4	Bagofwords	💛	Novice
5	TF-IDF	💛	Novice
6	Text-processing	🧡	Learner
7	Word2vec	🧡	Learner
8	RNN	💚	Intermediate
9	LSTM	💚	Intermediate
10	GRU	💚	Intermediate
11	Word Embedding	💙	Pro
12	Bidirectional LSTM	💙	Pro
13	Encoder and Decoder	💙	Pro
14	Attention Model	❤	Master
15	Transformers	❤	Master
16	BERT	🖤	Legend

Owner

MAINAK CHAUDHURI

Establish the new code order. 😈🖥

GitHub Repository

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CP-Cluster Confidence Propagation Cluster aims to replace NMS-based methods as a better box fusion framework in 2D/3D Object detection, Instance Segme

41 Dec 08, 2022

text to speech toolkit. 好用的中文语音合成工具箱，包含语音编码器、语音合成器、声码器和可视化模块。

ttskit Text To Speech Toolkit: 语音合成工具箱。安装 pip install -U ttskit 注意可能需另外安装的依赖包：torch，版本要求torch=1.6.0,=1.7.1，根据自己的实际环境安装合适cuda或cpu版本的torch。 ttskit的

483 Jan 04, 2023

Sploitus - Command line search tool for sploitus.com. Think searchsploit, but with more POCs

Sploitus Command line search tool for sploitus.com. Think searchsploit, but with

5 Mar 07, 2022

Paradigm Shift in NLP - "Paradigm Shift in Natural Language Processing".

Paradigm Shift in NLP Welcome to the webpage for "Paradigm Shift in Natural Language Processing". Some resources of the paper are constantly maintaine

41 Dec 30, 2022

Input english text, then translate it between languages n times using the Deep Translator Python Library.

mass-translator About Input english text, then translate it between languages n times using the Deep Translator Python Library. How to Use Install dep

2 Mar 04, 2022

Mapping a variable-length sentence to a fixed-length vector using BERT model

Are you looking for X-as-service? Try the Cloud-Native Neural Search Framework for Any Kind of Data bert-as-service Using BERT model as a sentence enc

11.1k Jan 01, 2023

A paper list for aspect based sentiment analysis.

Aspect-Based-Sentiment-Analysis A paper list for aspect based sentiment analysis. Survey [IEEE-TAC-20]: Issues and Challenges of Aspect-based Sentimen

419 Dec 20, 2022

Ecco is a python library for exploring and explaining Natural Language Processing models using interactive visualizations.

Visualize, analyze, and explore NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BER

1.6k Dec 25, 2022

pytorch implementation of Attention is all you need

A Pytorch Implementation of the Transformer: Attention Is All You Need Our implementation is largely based on Tensorflow implementation Requirements N

230 Dec 07, 2022

Code for the paper "Flexible Generation of Natural Language Deductions"

12 Nov 11, 2022

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

Welcome to AdaptNLP A high level framework and library for running, training, and deploying state-of-the-art Natural Language Processing (NLP) models

407 Jan 03, 2023

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Kashgari Overview | Performance | Installation | Documentation | Contributing 🎉 🎉 🎉 We released the 2.0.0 version with TF2 Support. 🎉 🎉 🎉 If you

2.3k Dec 29, 2022

pyMorfologik MorfologikpyMorfologik - Python binding for Morfologik.

Python binding for Morfologik Morfologik is Polish morphological analyzer. For more information see http://github.com/morfologik/morfologik-stemming/

18 Dec 29, 2021

Random-Word-Generator - Generates meaningful words from dictionary with given no. of letters and words.

Random Word Generator Generates meaningful words from dictionary with given no. of letters and words. This might be useful for generating short links

1 Jan 01, 2022

The Internet Archive Research Assistant - Daily search Internet Archive for new items matching your keywords

60 Dec 25, 2022

A 30000+ Chinese MRC dataset - Delta Reading Comprehension Dataset

Delta Reading Comprehension Dataset 台達閱讀理解資料集 Delta Reading Comprehension Dataset (DRCD) 屬於通用領域繁體中文機器閱讀理解資料集。本資料集期望成為適用於遷移學習之標準中文閱讀理解資料集。本資料集從2,108篇

272 Dec 15, 2022

Translators - is a library which aims to bring free, multiple, enjoyable translation to individuals and students in Python

907 Dec 27, 2022