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Practical Machine Learning With Python ⭐ 2,054

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Text Analytics With Python ⭐ 1,073

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

The Classical Language Toolkit

Self Attentive Parser ⭐ 666

High-accuracy NLP parser with models for 11 languages.

Nlp Cheat Sheet Python ⭐ 98

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

Textfool ⭐ 79

Plausible looking adversarial examples for text classification

Pycon2020 ⭐ 72

Natural Language Processing (NLP) in Python tutorial given for PyCon 2020 remote conference.

Ner Re Pt ⭐ 57

Named entity extraction from Portuguese web text

Stock Prediction ⭐ 57

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

Python_nlp_tutorial ⭐ 47

This repository provides everything to get started with Python for Text Mining / Natural Language Processing (NLP)

Cracking Kaggle Competitions ⭐ 40

Different approaches for different Classical Machine Learning, and NLP competitions from Kaggle.

Nlp_workshop_odsc_europe20 ⭐ 36

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

Topic_modelling_financial_news ⭐ 32

Topic modelling on financial news with Natural Language Processing

Text Rewrite Nlp ⭐ 25

This lib uses two Natural Language Processing (SPACY & NLTK) as base to rewrite texts

Semantic Textual Similarity ⭐ 22

Natural Language Processing using NLTK and Spacy

Tweets Preprocessor ⭐ 21

Repo containing the Twitter preprocessor module, developed by the AUTH OSWinds team

Nlp Examples ⭐ 21

Natural Language Processing Examples with python

Dutch Tagger ⭐ 21

Simple perceptron tagger trained using the NLTK on the NLCOW14 corpus.

Youtube Summariser ⭐ 19

Summarise YouTube videos and save time!

Text Summarization ⭐ 15

Using Spacy and NLTK module with Tf-Idf algorithm for text-summarisation. This code will give you the summary of inputted article. You can input text directly or from .txt file, .pdf file or from wikipedia url.

Python Text Analysis ⭐ 13

D-Lab's 12 hour introduction to text analysis with Python. Learn how to perform bag-of-words, sentiment analysis, topic modeling, word embeddings, and more, using scikit-learn, NLTK, Gensim, and spaCy in Python.

Pos Tag Workshop ⭐ 10

Understanding of POS tags and build a POS tagger from scratch

Nlp Text Classifier ⭐ 9

NLP for classifying text. Using word Word2Vec word embedding and a neural net with bidirectional LSTM to categorize sentences provided by the user.

Inquire Boulder Chatbot ⭐ 8

A chatbot that uses NLP on the Inquire Boulder FAQ text to provide answers to user queries.

Py Json Nlp ⭐ 8

Python module for JSON-NLP

Knowledge_graph_from_unstructured_text ⭐ 7

Building knowledge graph from input data

Mahabharata ⭐ 7

A visualization of Mahabharata - the Indian Epic. An analysis of the charachters Karna and Arjuna from the text; exploring their appearances, descriptions and associations in the epic.

Nyt Topic Modeling ⭐ 6

Topic modeling for NYT articles.

Wb Nlp Tools ⭐ 6

Natural language processing tools developed by the World Bank's DECAT unit. A suite of text preprocessing and cleaning algorithms for NLP analysis and modeling.

a naive chatbot that sometimes misdiagnoses

Research project applying machine learning techniques to process news reports.

Nltk Json Nlp ⭐ 5

NLTK wrapper to JSON-NLP.

Amazon Fine Foods Reviews ⭐ 5

A series of NLP projects with the Amazon Fine Foods Revews dataset

Drake Analysis ⭐ 5

Drake Analysis: a deeper look into the discography of Canada's Rap King using various NLP techniques.

Python Nlp Opencv Ml Docker ⭐ 5

Python docker image with a lot of natural language processing, image processing and machine learning libraries installed.

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