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

Transformer-based Text Auto-encoder (T-TA) using TensorFlow 2.

T-TA (Transformer-based Text Auto-encoder) This repository contains codes for Transformer-based Text Auto-encoder (T-TA, paper: Fast and Accurate Deep

13 Dec 13, 2022

Creating a Feed of MISP Events from ThreatFox (by abuse.ch)

ThreatFox2Misp Creating a Feed of MISP Events from ThreatFox (by abuse.ch) What will it do? This will fetch IOCs from ThreatFox by Abuse.ch, convert t

17 Nov 22, 2022

Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

TextDistance TextDistance -- python library for comparing distance between two or more sequences by many algorithms. Features: 30+ algorithms Pure pyt

3k Jan 06, 2023

Knowledge Management for Humans using Machine Learning & Tags

HyperTag helps humans intuitively express how they think about their files using tags and machine learning. Represent how you think using tags. Find what you look for using semantic search for your t

166 Jan 07, 2023

Code to use Augmented Shapiro Wilks Stopping, as well as code for the paper "Statistically Signifigant Stopping of Neural Network Training"

This codebase is being actively maintained, please create and issue if you have issues using it Basics All data files are included under losses and ea

32 Nov 09, 2021

A complete NLP guideline for enthusiasts

Related tags

Overview

NLP-NINJA

A complete guide for Natural Language Processing in Python

Table of Contents

Owner

MAINAK CHAUDHURI

Transformer-based Text Auto-encoder (T-TA) using TensorFlow 2.

Creating a Feed of MISP Events from ThreatFox (by abuse.ch)

Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

Knowledge Management for Humans using Machine Learning & Tags

Code to use Augmented Shapiro Wilks Stopping, as well as code for the paper "Statistically Signifigant Stopping of Neural Network Training"

Simple Text-To-Speech Bot For Discord

Word2Wave: a framework for generating short audio samples from a text prompt using WaveGAN and COALA.

BERN2: an advanced neural biomedical namedentity recognition and normalization tool

AEC_DeepModel - Deep learning based acoustic echo cancellation baseline code

TFIDF-based QA system for AIO2 competition

Chinese real time voice cloning (VC) and Chinese text to speech (TTS).

AI_Assistant - This is a Python based Voice Assistant.

Code for the project carried out fulfilling the course requirements for Fall 2021 NLP at NYU

Text-Based zombie apocalyptic decision-making game in Python

Pangu-Alpha for Transformers

This program do translate english words to portuguese

Korean stereoypte detector with TUNiB-Electra and K-StereoSet

Galois is an auto code completer for code editors (or any text editor) based on OpenAI GPT-2.

Implementing SimCSE(paper, official repository) using TensorFlow 2 and KR-BERT.

Deploying a Text Summarization NLP use case on Docker Container Utilizing Nvidia GPU