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Theodoros Katsikis's Projects

adabelief-optimizer icon adabelief-optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

cdm icon cdm

The Common Data Model (CDM) is a standard and extensible collection of schemas (entities, attributes, relationships) that represents business concepts and activities with well-defined semantics, to facilitate data interoperability. Examples of entities include: Account, Contact, Lead, Opportunity, Product, etc.

chaosnetwork icon chaosnetwork

A design for a new deep learning model architecture inspired by the human brain

clmtrackr icon clmtrackr

Javascript library for precise tracking of facial features via Constrained Local Models

codeclinicr icon codeclinicr

A version of lynda.com code clinic for the R programming language

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cs228-material icon cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

data-science-45min-intros icon data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

data-science-machine-learning-ai-big-data-iot-resources icon data-science-machine-learning-ai-big-data-iot-resources

A curated set of resources for data science, machine learning, artificial intelligence (AI), big data, internet of things (IoT), and more. | Resources include links, notebooks, articles, books, cheat sheets, whitepapers, lists, and technical papers.

data.table icon data.table

R's data.table package extends data.frame. HOMEPAGE:

datacleaner icon datacleaner

A Python tool that automatically cleans data sets and readies them for analysis.

dataminingfec icon dataminingfec

Data mining FEC data using R, SQL and Azure Machine Learning Studio

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