A complete NLP guideline for enthusiasts

Last update: Dec 27, 2022

Related tags

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

Command Line Text-To-Speech using Google TTS

cli-tts Thanks to gTTS by @pndurette! This is an interactive command line text-to-speech tool using Google TTS. Just type text and the voice will be p

3 Nov 11, 2022

Implementation of TF-IDF algorithm to find documents similarity with cosine similarity

NLP learning Trying to learn NLP to use in my projects! Table of Contents About The Project Built With Getting Started Requirements Run Usage License

3 Aug 25, 2022

SinglepassTextCluster, an TextCluster tools based on Singlepass cluster algorithm that use tfidf vector and doc2vec，which can be used for individual real-time corpus cluster task。基于single-pass算法思想的自动文本聚类小组件，内置tfidf和doc2vec两种文本向量方法，可自动输出聚类数目、类簇文档集合和簇类大小，用于自有实时数据的聚类任务。

项目的背景 SinglepassTextCluster, an TextCluster tool based on Singlepass cluster algorithm that use tfidf vector and doc2vec，which can be used for individ

34 Dec 18, 2022

Sample data associated with the Aurora-BP study

The Aurora-BP Study and Dataset This repository contains sample code, sample data, and explanatory information for working with the Aurora-BP dataset

16 Dec 12, 2022

This is a NLP based project to extract effective date of the contract from their text files.

Date-Extraction-from-Contracts This is a NLP based project to extract effective date of the contract from their text files. Problem statement This is

1 Jan 26, 2022

Segmenter - Transformer for Semantic Segmentation

592 Dec 27, 2022

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

CPC-big and k-means clustering for zero-resource speech processing

The CPC-big model and k-means checkpoints used in Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing.

5 Nov 23, 2022

MEDIALpy: MEDIcal Abbreviations Lookup in Python

A small python package that allows the user to look up common medical abbreviations.

7 Nov 09, 2022

超轻量级bert的pytorch版本，大量中文注释，容易修改结构，持续更新

bert4pytorch 2021年8月27更新：感谢大家的star，最近有小伙伴反映了一些小的bug，我也注意到了，奈何这个月工作上实在太忙，更新不及时，大约会在9月中旬集中更新一个只需要pip一下就完全可用的版本，然后会新添加一些关键注释。再增加对抗训练的内容，更新一个完整的finetune

317 Dec 18, 2022

Pre-training with Extracted Gap-sentences for Abstractive SUmmarization Sequence-to-sequence models

PEGASUS library Pre-training with Extracted Gap-sentences for Abstractive SUmmarization Sequence-to-sequence models, or PEGASUS, uses self-supervised

1.4k Dec 22, 2022

Kestrel Threat Hunting Language

Kestrel Threat Hunting Language What is Kestrel? Why we need it? How to hunt with XDR support? What is the science behind it? You can find all the ans

201 Dec 16, 2022

The Classical Language Toolkit

Notice: This Git branch (dev) contains the CLTK's upcoming major release (v. 1.0.0). See https://github.com/cltk/cltk/tree/master and https://docs.clt

754 Jan 09, 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

Pipeline for chemical image-to-text competition

BMS-Molecular-Translation Introduction This is a pipeline for Bristol-Myers Squibb – Molecular Translation by Vadim Timakin and Maksim Zhdanov. We got

7 Sep 20, 2022

Yet another Python binding for fastText

pyfasttext Warning! pyfasttext is no longer maintained: use the official Python binding from the fastText repository: https://github.com/facebookresea

230 Nov 16, 2022

Simple bots or Simbots is a library designed to create simple bots using the power of python. This library utilises Intent, Entity, Relation and Context model to create bots .

Simple bots or Simbots is a library designed to create simple chat bots using the power of python. This library utilises Intent, Entity, Relation and

14 Dec 15, 2021