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gensim
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A fast, efficient universal vector embedding utility package.
python
nlp
fast
machine-learning
natural-language-processing
word2vec
word-embeddings
embeddings
gensim
machine-learning-library
glove
vectors
fasttext
memory-efficient
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Updated
Feb 23, 2021 - Python
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
tensorflow
svm
word2vec
crf
keras
similarity
classification
attention
gensim
lda
fasttext
ner
embedding
bert
elmo
-
Updated
Jul 5, 2021 - Python
python
nlp
machine-learning
natural-language-processing
word2vec
spacy
gensim
sense2vec
gensim-word2vec
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Updated
Aug 16, 2021 - 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.
python
semantic
natural-language-processing
sentiment-analysis
text-classification
clustering
pattern
natural-language
scikit-learn
sentiment
spacy
nltk
text-summarization
gensim
stanford-nlp
text-analytics
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Updated
Dec 24, 2020 - Jupyter Notebook
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
nlp
count
machine-learning
natural-language-processing
text-mining
practice
article
text-classification
word2vec
gensim
tf-idf
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Updated
Dec 2, 2020 - Jupyter Notebook
Data repository for pretrained NLP models and NLP corpora.
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Updated
Mar 16, 2018 - Python
Compute Sentence Embeddings Fast!
cython
embeddings
gensim
fse
fasttext
word2vec-model
maxpooling
document-similarity
wordembedding
sif
sentence-similarity
sentence-embeddings
sentence-representation
usif
gensim-model
swem
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Updated
Apr 10, 2021 - Python
ADAM - A Question Answering System. Inspired from IBM Watson
python
elasticsearch
natural-language-processing
wikipedia
scikit-learn
pandas
spacy
question-answering
gensim
adam
spacy-extension
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Updated
Feb 6, 2020 - Python
AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.
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Updated
Apr 4, 2021 - Jupyter Notebook
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
machine-learning
facebook
neural-network
clustering
tensorflow
word2vec
community-detection
deezer
deepwalk
matrix-factorization
gensim
unsupervised-learning
embedding
network-embedding
node2vec
graph-embedding
gemsec
implicit-factorization
semisupervised-learning
m-nmf
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Updated
Aug 1, 2021 - Python
zak-hassan
commented
Oct 10, 2019
Is your feature request related to a problem? Please describe.
Users may want to get logs from S3 instead of elasticsearch. We should be able to support that.
Describe the solution you'd like
You can use the boto3 library to download files.
This package is already included in dependencies.
Is your feature request related to a problem? Please describe.
When we get predictions
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
machine-learning
text-mining
neural-network
text-classification
word2vec
scikit-learn
word-embeddings
supervised-learning
gensim
fasttext
online-learning
shallow-learning
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Updated
Aug 8, 2017 - Python
Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
nlp
training
natural-language-processing
deep-neural-networks
deep-learning
neural-network
model
word2vec
word-embeddings
evaluation
gensim
german-language
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Updated
May 26, 2021 - Jupyter Notebook
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
machine-learning
deep-learning
clustering
word2vec
community-detection
pytorch
deepwalk
gensim
factorization
network-embedding
node2vec
graph-embedding
overlapping-community-detection
deep-neural-network
graph-representation-learning
node-embedding
implicit-factorization
graph-neural-network
ego-splitting
word-vector
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Updated
Aug 1, 2021 - Python
Web-ify your word2vec: framework to serve distributional semantic models online
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Updated
Jul 29, 2021 - Python
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
nlp
docker
machine-learning
deep-learning
random-forest
text-classification
tensorflow
svm
word2vec
geolocation
keras
gensim
tensorboard
ab-testing
spam-classification
lstm-neural-networks
imbalanced-data
kdtree
timeseries-analysis
mlflow
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Updated
Dec 15, 2020
Using pre trained word embeddings (Fasttext, Word2Vec)
nlp
word2vec
classification
gensim
glove
fair
fasttext
ai2
wordembedding
wordembeddings
glove-embeddings
gensim-word2vec
elmo-8
allennlp
fasttext-python
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Updated
Jun 19, 2018 - Python
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
machine-learning
research
deep-learning
tensorflow
word2vec
sklearn
network-science
pytorch
deepwalk
gensim
representation-learning
network-embedding
node2vec
weisfeiler-lehman
graph-embedding
graph-wavelet
node-embedding
struc2vec
implicit-factorization
graph-neural-network
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Updated
Aug 1, 2021 - Python
A text analysis application for performing common NLP tasks through a web dashboard interface and an API
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Updated
Jan 18, 2019 - HTML
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
machine-learning
deep-learning
neural-network
tensorflow
embeddings
deepwalk
gensim
complex-networks
factorization
unsupervised-learning
embedding
network-embedding
diffusion
node2vec
graph-embedding
node-embedding
struc2vec
diff2vec
implicit-factorization
semisupervised-learning
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Updated
Aug 1, 2021 - Python
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
machine-learning
deep-learning
word2vec
deepwalk
dimensionality-reduction
gensim
edge-prediction
multiscale
graph-mining
embedding
node2vec
word-embedding
graph-embedding
node-classification
graph-neural-networks
node-embedding
walklet
graphlet
dont-walk-skip
graph-convolution
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Updated
Aug 1, 2021 - Python
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Updated
Sep 27, 2020 - Python
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
deep-learning
word2vec
deepwalk
gensim
network-analysis
embedding
network-embedding
node2vec
graph-embedding
node-embedding
gemsec
implicit-factorization
asonam
tadw
attributed-embedding
aane
asne
musae
walklets
graph-neural-network
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Updated
Aug 1, 2021 - Python
document embedding and machine learning script for beginners
machine-learning
natural-language-processing
deep-learning
word2vec
chatbot
gensim
doc2vec
doc2vec-api
dialogflow
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Updated
Oct 3, 2019 - Python
Hybrid Code Networks https://arxiv.org/abs/1702.03274
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Updated
Apr 13, 2017 - Python
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In gensim/models/fasttext.py: