Dimos Kapetis's repositories
vantage
Use TimeGPT to predict cloud costs and detect anomalies.
ESG-Integrated-Investment-Strategy
This repo is my interest project in ESG investing and the different ways of implementing the ESG strategies
vaccine-allocation
research project
LOTClass
[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach
Video-Analytics
Collection of Video Analytics Algorithms with Deep Learning
EdgeRealtimeVideoAnalytics
An example of using Redis Streams, RedisGears, RedisAI and RedisTimeSeries for Realtime Video Analytics (i.e. counting people)
ESG-BERT
Domain Specific BERT Model for Text Mining in Sustainable Investing
Environment-Anomaly-Detection-Using-Satellite-Images
Environment Anomaly Detection using standard machine learning techniques.
Coronavirus-Prediction
End-to-end machine learning project. Predicting and understanding the spread of the COVID-19 Pandemic in the USA can help forecast supply chains and save jobs and lives. The past reproduction number is first calculated using estimates based on the SIRf pandemic model. Geographic, Socioeconomic and Health factors from individual counties are sourced and analysed from USA government datasets. These factors are used in machine learning models to predict the spread of the virus. The final results are visualised geographically.
Person-Tracking-and-Re-ID
Person Tracking and Person Re-identification for Surveillance in Multi-Camera Systems
Article.EikonAPI.Python.EvolutionOfESGDisclosures
This Jupyter notebook examines the evolution of ESG disclosures by companies over time. It uses the universe of companies, for which Refinitiv has been collacting ESG data since 2002, and examines how the number of ESG metrics that these companies report on evolved between 2002 and now.
textaugment
TextAugment: Text Augmentation Library
Social-Distancing-Analyser
Considering the big change that the world is facing, as well as our lives due to the COVID-19, we provide to people and companies a complete open-source tool to analyze the social distancing for streets, parks, offices, and even crowded places like malls, train stations, and others.
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
PyTorch_UNOdeMSegNet
UNOdeMSegNet for Medical segmentation
saber
Saber is a deep-learning based tool for information extraction in the biomedical domain. Pull requests are welcome! Note: this is a work in progress. Many things are broken, and the codebase is not stable.
algorithmic-marketing-examples
Optimization models for enterprise use cases
Flood-Rainfall-Disaster-Prediction-Website
Advance warning system for flood with rainfall analysis
semmed
Code accompanying the manuscript "Time-resolved evaluation of compound repositioning predictions on a text-mined knowledge network"
Data-Science--Cheat-Sheet
Cheat Sheets
d2l-en
Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
timeseries-predict-collegeStudentStress
Granger Causality analysis and Time-series modeling.
awesome-machine-learning-operations
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
bert
TensorFlow code and pre-trained models for BERT
scikit-kge
Python library to compute knowledge graph embeddings
practicalAI
A practical approach to learning machine learning.
deep-learning-keras-tensorflow
Introduction to Deep Neural Networks with Keras and Tensorflow
Lit2Vec
Representing Books as vectors using the Word2Vec algorithm