Stamatis Karlos's repositories
AL_SelfTrain_NCAA
This github has been created for providing an implementatio of AL+SSL approach, which has been submitted to NCAA journal.
ActiveLearningFrameworkTutorial
An active learning framework, using interchangeable algorithms and sample selection functions, including experimental results on a toy data-set.
AlgorithmicTrading-MachineLearning
Deep Learning - Neural network (RNN, LSTM & GRU)
AutoArima-Time-Series-Blog
This is the code notebook for the blog post on using Python and Auto ARIMA
awesome-semi-supervised-learning
:scroll: An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
CNN_sentence
CNNs for sentence classification
coreg
Implementation of Co-training Regressors (COREG) semi-supervised regression algorithm from Zhou and Li, 2005.
Decision-Trees-SGD
This project uses various decision tree algorithms to generate features for learning a linear separator
embarrassingly-simple-zero-shot-learning
This is a started/demo code for Zero-Shot-Learning via implementation of Embarrassingly simple ZSL (ICML 2015)
Ethos-Hate-Speech-Dataset
This repository contains a dataset for hate speech detection on social media platforms.
greek-words-evolution
A systematic NLP framework that uses diachronic word embeddings to trace semantic shifts or variations in the context of words over time in the Greek language.
Learn-Pandas
Tutorials on how to use pandas effectively to do data analysis
MeanTeacher-SNTG-HybridNet
This is the Pytorch Re-Implementation of three Semi Supervised Classification method on Cifar-100 Dataset using ConvLarge Architecture
MELD
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation
Naive-Bayes-and-Decision-Tree-Classifiers
Naive Bayes and Decision Tree Classifiers implemented with Scikit-Learn and Graphviz visualization (Datasets - News, Mushroom, Income)
scikit-rebate
A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.
semi-supervised-learning-pytorch
Several SSL methods (Pi model, Mean Teacher) are implemented in pytorch
shaplets-python
Python implementation of the Learning Time-Series Shapelets method, that learns a shapelet-based time-series classifier with gradient descent.
trading-gym
This trading-gym is the first trading for agent to train with episode of short term trading itself.
transfer-learning
Support code for the medium blog on transfer learning. Link to the blog in the Readme file.
transfer-learning-algorithms
Implementation of many transfer learning algorithms in Python with Jupyter notebooks