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analyticslab2019

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

bert

TensorFlow code and pre-trained models for BERT

bigdata

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-science-best-resources

Carefully curated resource links for data science in one place

data-scientist-roadmap

Toturial coming with "data science roadmap" graphe.

datascience2018

course material for LV581092

datascienceresources

Open Source Data Science Resources.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

fasttext

Library for fast text representation and classification.

gensim

Topic Modelling for Humans

gensim-data

Data repository for pretrained NLP models and NLP corpora.

lda2vec

lda2vec-pytorch

Topic modeling with word vectors

lda2vec-tf

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

nlp

Generic codes related to NLP

nlp-1

:memo: This repository recorded my NLP journey.

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

paragraph2vec

Paragraph Vector Implementation

practical-machine-learning-with-python

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.

pyldavis

Python library for interactive topic model visualization. Port of the R LDAvis package.

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

squad

Building QA system for Stanford Question Answering Dataset

tensorflow-machine-learning-cookbook

Code repository for TensorFlow Machine Learning Cookbook by Packt

wiki2vec

Generating Vectors for DBpedia Entities via Word2Vec and Wikipedia Dumps. Questions? https://gitter.im/idio-opensource/Lobby

word2vec-googlenews-vectors

word2vec Google News model

word2vec-sentiments

Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")