Alexis Gidiotis's repositories
Document-Classifier-LSTM
A bidirectional LSTM with attention for multiclass/multilabel text classification.
Multimodal-Gesture-Recognition-with-LSTMs-and-CTC
An end-to-end system that performs temporal recognition of gesture sequences using speech and skeletal input. The model combines three networks with a CTC output layer that recognises gestures from continuous stream.
Advanced-ML-techniques
This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.
DANCER-summ
Code for the paper "A Divide-and-Conquer Approach to the Summarization of Long Documents"
keras-CF-NADE
keras implementation of Neural Autoregressive Distribution Estimator for Collaborative Filtering
PMC-StructuredAbstracts-Dataset
Code to obtain the PMC-SA. A dataset for the summarization of scientific articles.
predict_query_product_relevance
we try to predict a relevance score between a search term and a product
ml-algorithms-minimal
Pure python implementations of popular ML algorithms.
Automatic_Gesture_Recognition
In this project we address the task of multimodal recognition of gestures. We are using skeletal, speech, rgb and depth streams to recognise sequences of gestures.
LSTM-Language-Models
Experiments with LSTM networks for language modeling.
Keras-tutorial-on-CNNs
Tutorial on how to implement a simple CNN for image classification and face detection.
Collaborative-Filtering
Implemented Item, User and Hybrid based Collaborative Filtering
OpenNMT-py
Open-Source Neural Machine Translation in PyTorch http://opennmt.net/
pointer-generator
Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"
scisumm-corpus
Scientific Document Summarization Corpus and Annotations from the WING NUS group.
tensorflow
An Open Source Machine Learning Framework for Everyone
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.