Miguel Angel Sanchez Perez's starred repositories
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
skip-thoughts
Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"
nn-from-scratch
Implementing a Neural Network from Scratch
deep-siamese-text-similarity
Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings
tensorflow-triplet-loss
Implementation of triplet loss in TensorFlow
rnn-tutorial-rnnlm
Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano
triplet_recommendations_keras
An example of doing MovieLens recommendations using triplet loss in Keras
paraphrase_identification
Examine two sentences and determine whether they have the same meaning.
textSimilarityConvNet
Semantic Similarity Measurement of Texts using Convolutional Neural Networks (He et al., EMNLP 2015)
MP-CNN-Variants
Variants of Multi-Perspective Convolutional Neural Networks
keras-seq2seq
Simple Seq2Seq implementation for Keras
cw_word_embedding
Word embedding training code for《Natural Language Processing (Almost) from Scratch》 by Ronan Collobert and Jason Weston.
clusterPAN2017
This software was developed for the PAN 2017 author clustering competition. You can find the paper describing our approach at http://ceur-ws.org/Vol-1866/paper_108.pdf.
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.