Konstantinos Vantas's Projects
500 AI Machine learning Deep learning Computer vision NLP Projects with code
12 Weeks, 24 Lessons, AI for All!
Anomaly detection related books, papers, videos, and toolboxes
Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)
A Collection of application ideas which can be used to improve your coding skills.
Making art with R
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
The most cited deep learning papers
🔥 Awesome list of resources on Web Development.
A curated list of awesome Machine Learning frameworks, libraries and software.
A curated list of Monte Carlo tree search papers with implementations.
Awesome Open Atmospheric, Ocean, and Climate Science
A curated list of roadmaps.
Bayesian Data Analysis course at Aalto
Ταΐστρα ζώων και πουλιών
Classification of John Burkardt's many Fortran 90 codes
Categorical spatial interpolation with R
Solution of neural ODEs
:mortar_board: Path to a free self-taught education in Computer Science!
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
List of Computer Science courses with video lectures.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
10 Weeks, 20 Lessons, Data Science for All!
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
A book covering the fundamentals of data visualization.
Convolutional and LSTM networks to classify human activity
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
A collection of various deep learning architectures, models, and tips