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95 search results found

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.

Hands On Nltk Tutorial ⭐ 534

The hands-on NLTK tutorial for NLP in Python

Building A Simple Chatbot In Python Using Nltk ⭐ 482

Building a Simple Chatbot from Scratch in Python (using NLTK)

Nlp Tutorial ⭐ 270

Tutorial: Natural Language Processing in Python

Aind Nlp ⭐ 215

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

Movie Plots By Genre ⭐ 208

Movie plots by genre tutorial at PyData Berlin 2016

Tensorflow Ml Nlp ⭐ 157

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

Nlp Cheat Sheet Python ⭐ 98

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

Python Tutorial Notebooks ⭐ 97

Python tutorials as Jupyter Notebooks for NLP, ML, AI

Pycon2020 ⭐ 72

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

Product Categorization Nlp ⭐ 70

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

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.

linguistics tree drawing to SVG in python, aimed at Jupyter

Mbti Personality Classifier ⭐ 51

A model which uses your social media posting predict your MBTI personality type.

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.

Corpus To Graph Ml ⭐ 39

This repository contains machine learning related work for the corpus to graph project, including Jupyter research notebooks and a Flask webservice to host the model

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.

Udacity Cvnd Projects ⭐ 34

My solutions to the projects assigned for the Udacity Computer Vision Nanodegree

Align Linguistic Alignment ⭐ 33

Python library for extracting quantitative, reproducible metrics of multi-level alignment between two speakers in naturalistic language corpora.

Topic_modelling_financial_news ⭐ 32

Topic modelling on financial news with Natural Language Processing

Sentence Aspect Category Detection ⭐ 29

Aspect-Based Sentiment Analysis

Using NLTK to run an analysis on the Harry Potter corpus - different versions of this talk were given at Codeland in NYC and DjangoCon US in San Diego in 2018.

Ktextaug ⭐ 23

Data Augmentation Toolkit for Korean text.

Natural Language Processing Projects ⭐ 23

This repository consists of all my NLP Projects

Lambda Notebook ⭐ 22

Lambda Notebook: Formal Semantics in Jupyter

Nlp Tutorial ⭐ 21

Tutorial for Natural Language Processing

Federalist Papers Nlp ⭐ 21

📜Attribution of the Federalist Papers through NLTK/SciKit and ML

Nlp Examples ⭐ 21

Natural Language Processing Examples with python

Sentiment Analysis Amazon Products Reviews ⭐ 20

NLP with NLTK for Sentiment analysis amazon Products Reviews

Nlp_pipe_manager ⭐ 20

A pipeline for NLP projects using SkLearn

Multimodal Sentiment Analysis ⭐ 20

Engaged in research to help improve to boost text sentiment analysis using facial features from video using machine learning.

Nlp 100knock ⭐ 20

⚾ 2015 nlp-100knock (言語処理100本ノック): Archive of my solutions

Youtube Summariser ⭐ 19

Summarise YouTube videos and save time!

Ipython Notebook Nltk ⭐ 19

An introduction to Natural Language processing using NLTK with python.

Live Chatbot For Final Year Project ⭐ 19

Chatbot system for Final Year Project. Chatbot made in Python using Natural Language Toolkit especially Machine Learning. Easy to Understand and Implement.

Movie_bot ⭐ 19

https://youtu.be/7hQhPMPNY6A

Podcast Recommendation Engine ⭐ 19

🎤 Building a content-based podcast recommender system using NLP

Deception Detection On Amazon Reviews Dataset ⭐ 18

A SVM model that classifies the reviews as real or fake. Used both the review text and the additional features contained in the data set to build a model that predicted with over 85% accuracy without using any deep learning techniques.

Nltk4russian ⭐ 18

Stock Analyser ⭐ 17

📈 Stocks technical analysis code collection and Stocks data platform.

Spam Ham Web App ⭐ 15

A web app that classifies text as a spam or ham. I am using my own ML algorithm in the backend, Code to that can be found under machine_learning_section. For Live Demo: Checkout this link

Curso Iri ⭐ 15

Introdução à Recuperação de Informações

Textclassificationapp ⭐ 15

Building and Deploying A Serverless Text Classification Web App

🐍 Data Science Boot-Camp : UC San DiegoX

Stock Prediction Using News Info Sentiment ⭐ 14

Application of LSTM on stock data with integration of news info. It turns out that finance and political news directly relate to the stock prices.

Textcleaner ⭐ 13

text-data pre-processing utility

Nasslli2018 Corpus Linguistics ⭐ 12

Course home for "Corpus Linguistics with Python and NLTK", part of NASSLLI 2018

Natural Language Processing Fundamentals ⭐ 12

Use Python and NLTK to build out your own text classifiers and solve common NLP problems

Lovecraft ⭐ 11

A basic NLTK demo, using the collected works of H. P. Lovecraft as a corpus

Myers Briggs Personality Prediction ⭐ 11

NLP based Classification Model that predicts a person's personality type as one of the 16 Myers Briggs personality types. Extremely challenging project dealing with correlation between human psychology and casual writing styles and handling heavily imbalanced classes. Check the app here - https://mb-predictor-motetuzs5q-uc.a.run.app/

Forecasting Us Elections ⭐ 10

Extraction of tweets and Perform sentiment analysis on the presidential candidature of Donald Trump, Joe Biden and Kanye West in the upcoming elections in US in November, 2020.

Pos Tag Workshop ⭐ 10

Understanding of POS tags and build a POS tagger from scratch

Nlp Reddit Comments ⭐ 10

Using NLP to cluster reddit user comments by topics

Research Paper Summarization ⭐ 9

Text Summarization for Research Papers

Vietnamese Question Answering ⭐ 9

Vietnamese Question Answering

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.

Intro To Text Mining With Python ⭐ 9

Cambridge Digital Humanities 'Introduction to Text-Mining with Python' (workshops 1 and 2)

Python Dl Nlp ⭐ 9

Ipython notebook for basics of python programming

Capstone_project_ml ⭐ 9

Building a multi-label classifier for toxic comment classification

Odsc_east_2017_pythonnlp ⭐ 8

Tutorial on Natural Language Processing with Python Presented at ODSC East on May 3, 2017

Inquire Boulder Chatbot ⭐ 8

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

100 Days Of Machine Learning ⭐ 8

A Repository for Machine Learning Algorithms for easy Understanding

Cosine_similarity_tfidf_nltk ⭐ 8

calculate tfidf and cosine similarity using nltk

Opencv Starterkit ⭐ 7

OpenCV, nltk with Tensorflow all together

Notebook Code following NLP talk at KDD 2016

Nlp Tennis Bot ⭐ 7

A Conversational chatbot built with NLTK and Tensorflow on tennis corpus

Reuters Tc ⭐ 7

Repository to perform different classification processes with the Reuters-21578 in python.

Bigdataproject ⭐ 7

Analyzing yelp reviews using topic modelling and aspect mining

Movie_pundit ⭐ 7

An open source movie recommendation WebApp build by movie buffs and mathematicians that uses cosine similarity on the backend.

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.

Wikipedia Article Summarizer ⭐ 7

Wikipedia Article Summarizer a simple Python project based on NLP techniques

Co Training ⭐ 6

Implementation of the Co-Training paper

Pet_projects ⭐ 6

🎭 Проекты, которые я выполняю самостоятельно. Датасеты беру из открытых источников.

Text Mining The New York Times Articles ⭐ 6

Provides the tools needed to mine text from The New York Times online articles by using Python and a dictionary text mining technique, given a time range and country of interest.

My capstone project for Udacity Machine Learning Nanodegree

Greek Dialect Classifier ⭐ 6

Classifier that identifies Greek text as Cypriot Greek or Standard Modern Greek

Genesys Nlp Workshop ⭐ 6

A day-long methods workshop for the EASt GENESyS conference on Digital Youth in East Asia on 13 October 2017.

Globalgiving Depth ⭐ 6

Gain a depth in insight into NGOs discovered through an automated process, by characterizing their work with NLP algorithms and other ML classifiers.

Word2Vec implementation(skip-gram model) using numpy and nltk.

Extractive_text_summarization ⭐ 6

Extractive text summarization using various algorithms

Koreanframenet ⭐ 6

Chatbot Using Python ⭐ 5

This is a self-learning chatbot coded in python. The chatbot would answer questions from the article URL. The algorithm would parse the article and answer the questions.

Inked Engine ⭐ 5

🤖 natural language processing out of the box

Movie Reviews Nltk Sentiment Analysis ⭐ 5

The Movie Reviews dataset. The dataset is imported from the NLTK libray. It has 1000 positive and 1000 negative reviews. I have first imported the dataset into a pandas data frame which makes it easier to do the processing. The next step is to analyze the (+) and ( - ) reviews. I have also preprocessed the dataset using Lemmatizing and other standard NLP techniques. To extract the features from the text I have used the Tfidf vectorizer from the scikit. Lastly I have used various modellig algos

Kschool Nlp ⭐ 5

NLP materials for the Data Science master at KSchool

Machine Learning ⭐ 5

My Implementation of Machine Learning models

Nltk_tutorial ⭐ 5

파이썬을 활용한 자연어 분석 수업자료 입니다

Mongodays Dataanalysis With Mongodb ⭐ 5

Gunviolence_datamining ⭐ 5

Question Answering System ⭐ 5

It uses extensive NLP and ML techniques at its backend for answering descriptive type queries ( currently, the model has been trained only for Data science and Machine Learning Domain ).

Developing Nlp Applications Using Nltk In Python ⭐ 5

Developing NLP Applications Using NLTK in Python by Packt Publishing

Use NLTK and Twitter API to do Natural Language Processing

Multipurpose_word_cloud ⭐ 5

자기소개서, 가사, 카카오톡 대화 등 어떠한 것에 대한 글을 자신이 원하는 그림과 방식으로 표현해줍니다.

Python_workshop_humanities_july_2019 ⭐ 5

Workshop - Language processing and data science with Python

Amazon Fine Foods Reviews ⭐ 5

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

Pharmasearch ⭐ 5

A Natural Language Search Enabled for Pharmaceutical research data. We aim to easily and efficiently find any search results using a word2vec encoder

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