PinnedKonstantinos PoulinakisinTowards AIAre My Clusters Correct? Methods for Unsupervised Evaluation of ClusteringHow to measure clustering performance and decide on a model when supervised labels are not available. A real-world practical example.Jan 22, 20234Jan 22, 20234
PinnedKonstantinos PoulinakisinTowards AIIs GELU, the ReLU successor ?Gaussian Error Linear Unit, GELU, combines a regularizer inside the activation function. A promising alternative to ReLU for Neural…Aug 30, 20221Aug 30, 20221
PinnedKonstantinos PoulinakisinGeek CultureThree reasons Self-Supervised Learning will dominate AISupervised learning was all I studied until I came across Self-Supervised learning. That’s when I decided to upgrade my level.Nov 22, 20221Nov 22, 20221
Konstantinos PoulinakisinCodeXBuild an English to German Translator with Docker and Transformers in 15 minutesLet me guide you through the process of creating a simple translation app using Docker and HuggingFace transformers library.Nov 28, 2022Nov 28, 2022
Konstantinos PoulinakisBarlow Twins, Self Supervised Learning Model Explained.“ Barlow Twins : Self-Supervised Learning via Redundancy Reduction “ paper explanation. Barlow twins is an architecture for self…Nov 14, 2022Nov 14, 2022
Konstantinos PoulinakisinTowards AIGELU : Gaussian Error Linear Unit Code (Python, TF, Torch)Code tutorial for GELU, Gaussian Error Linear Unit activation function. Includes bare python, Tensorflow and Pytorch code.Oct 17, 2022Oct 17, 2022
Konstantinos PoulinakisinTowards AIStop Using Grid Search! The Complete Practical Tutorial on Keras TunerLearn all the tricks and best practices of Keras Tuner. Optimize your Neural Networks and achieve better performance in less time.Sep 17, 20221Sep 17, 20221
Konstantinos PoulinakisHow I tried to Predict the S&P500 Stock Price with Python and Machine LearningCan Machine Learning detect price change signals from financial news ? Sentiment analysis can provide the solution. A tutorialMay 24, 20221May 24, 20221
Konstantinos PoulinakisinCodeXStock News Sentiment Analysis with FinBERT Transformer.Deep Learning model to automate financial news sentiment analysis and help you make stock price predictions using machine learning (ML).Apr 18, 20224Apr 18, 20224
Konstantinos PoulinakisinTowards AIObject Detection at the Edge with TF lite model-makerLooking for an easy and fast way to train an object detection network on a custom dataset ? Tensorflow Lite Model Maker API is here!Sep 21, 2021Sep 21, 2021