Pinned Repositories
BigBlue_Datathlon_NLP_Sentiment_Analysis
The Datathlon from Big Blue Data Academy where we had 8 hours to perform sentiment analysis on game reviews using ML and DL techniques.
BigBlueData_Academy_Comics_Clustering_project
BigBlueData_Academy_Deaths_by_Police_EDA_project
This is the repository for the 1st project on EDA for the Big Blue Data Academy Bootcamp 2021/2022. The title of the project is 'Deaths Caused by Police in the United States'
BigBlueData_Academy_Depression_Classification_project
ML project 1
BigBlueData_Academy_Food_Recipes_Dashboard_project
An interactive Dashboard written in python dash exploring the recipes on food.com
container_detection
Computer vision Object Detection Program to detect and count specific objects (shipping containers) from images and/or videos
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
CRISPR-Cas9_Gillespie_Simulations
Using fitted kinetic parameters I perform Gillespie Simulation to contsruct dwelltime distrubutions for various DNA constructs
dash-sample-apps
Open-source demos hosted on Dash Gallery
Deep-Learning-with-PyTorch-Lightning
Getting Started with PyTorch Lightning, Published by Packt
ikatechis's Repositories
ikatechis/BigBlueData_Academy_Food_Recipes_Dashboard_project
An interactive Dashboard written in python dash exploring the recipes on food.com
ikatechis/BigBlue_Datathlon_NLP_Sentiment_Analysis
The Datathlon from Big Blue Data Academy where we had 8 hours to perform sentiment analysis on game reviews using ML and DL techniques.
ikatechis/BigBlueData_Academy_Comics_Clustering_project
ikatechis/BigBlueData_Academy_Deaths_by_Police_EDA_project
This is the repository for the 1st project on EDA for the Big Blue Data Academy Bootcamp 2021/2022. The title of the project is 'Deaths Caused by Police in the United States'
ikatechis/BigBlueData_Academy_Depression_Classification_project
ML project 1
ikatechis/container_detection
Computer vision Object Detection Program to detect and count specific objects (shipping containers) from images and/or videos
ikatechis/coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
ikatechis/CRISPR-Cas9_Gillespie_Simulations
Using fitted kinetic parameters I perform Gillespie Simulation to contsruct dwelltime distrubutions for various DNA constructs
ikatechis/dash-sample-apps
Open-source demos hosted on Dash Gallery
ikatechis/Deep-Learning-with-PyTorch-Lightning
Getting Started with PyTorch Lightning, Published by Packt
ikatechis/dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
ikatechis/Hands-on-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow
Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron
ikatechis/ikatechis
Config files for my GitHub profile.
ikatechis/ikatechis.github.io
ikatechis/mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
ikatechis/practice-rebase-off-platform-project
ikatechis/recipes-dashboard-heroku
ikatechis/Simulated_Annealing_LMFit_Exponential_distributions
Using the MLfit library, I perform Simulated Annealing on exponentially distributed data using Maximum Likelihood as the Objective Function
ikatechis/theMLbook
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
ikatechis/tutorial
A tutorial for widgets