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Nacho's Projects

termviz icon termviz

TermViz, terminology visualization component based on HTML5/JS and D3

text-analytics-with-python icon text-analytics-with-python

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.

text_analytics_on_mpp icon text_analytics_on_mpp

Collection of tutorials on text analytics/NLP, including vector space models, neural language models and topic models on the Pivotal MPP platform (Greenplum/HAWQ).

textblob icon textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

textract icon textract

node.js module for extracting text from html, pdf, doc, docx, xls, xlsx, csv, pptx, png, jpg, gif, rtf and more!

textrank icon textrank

Python implementation of TextRank algorithm (https://web.eecs.umich.edu/~mihalcea/papers/mihalcea.emnlp04.pdf) for automatic keyword extraction and summarization using Levenshtein distance as relation between text units.

tf2_course icon tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

tf_ner icon tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

the-nlp-pandect icon the-nlp-pandect

A comprehensive reference for all topics related to Natural Language Processing

themlbook icon themlbook

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

thinkpython2 icon thinkpython2

LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.

top2vec icon top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

treasure-of-transformers icon treasure-of-transformers

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

turicreate icon turicreate

Turi Create simplifies the development of custom machine learning models.

twitter-bootstrap-wizard icon twitter-bootstrap-wizard

This twitter bootstrap plugin builds a wizard out of a formatter tabbable structure. It allows to build a wizard functionality using buttons to go through the different wizard steps and using events allows to hook into each step individually.

udemy-notes icon udemy-notes

Learning Python for Data Analysis and Visualization - Udemy

ugatit icon ugatit

Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)

vec4ir icon vec4ir

Word Embeddings for Information Retrieval

vectorai icon vectorai

Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

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