NLP and machine learning
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text-similarity Public
Text similarity using GloVe and LSTM with pytorch
Jupyter Notebook UpdatedApr 15, 2024 -
document-classification Public
Document classification using tf-idf and SGD on scikit-learn
Jupyter Notebook UpdatedFeb 28, 2024 -
neural-network-from-scratch Public
Functionnal multi-layered perceptron hand-coded tested on MNIST dataset
Python UpdatedNov 8, 2023 -
pos-tagger Public
Perceptron model from scratch for part-of-speech prediction.
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Implementation from scratch of a neural network (multi-layered perceptron)
Python UpdatedSep 5, 2023 -
Fake_News_Detection Public
Forked from nishitpatel01/Fake_News_DetectionFake News Detection in Python
Jupyter Notebook MIT License UpdatedDec 9, 2022 -
language-model Public
Basic language model from scratch applied to text generation
Python UpdatedNov 7, 2019 -
ibm1-translator Public
IBM model 1 expectation maximization algorithm from scratch for language translation.
Python UpdatedJan 14, 2019 -
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gensim Public
Forked from piskvorky/gensimTopic Modelling for Humans
Python GNU Lesser General Public License v2.1 UpdatedDec 27, 2018 -
simple-neural-network Public
Forked from mattm/simple-neural-networkA simple Python script showing how the backpropagation algorithm works.
Python UpdatedMar 13, 2017 -
Perceptron Public
Forked from Jasonnor/PerceptronUsing Java Swing to implement single layer perceptron neural network.
Java MIT License UpdatedNov 6, 2016