pantelis

acumos-kubeflow-pipelines

PoC for understanding how acumos will support kubeflow pipelines

AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

artificial-intelligence

cs634-summer-2020-capstone

The CS634-summer-2020 capstone project.

data-mining

The contents of my data-mining course

data-science

My Introduction to Data Science Course @NJIT

eng-ai-agents

engineering-ai-agents-code

pantelis/acumos-kubeflow-pipelines

PoC for understanding how acumos will support kubeflow pipelines

pantelis/Trajectory_Prediction_GNB

Gaussian Naive Bayes Algorithm for Trajectory Classification

pantelis/2015lab4

Lab for Linear and Logistic Regression, SciKit Learn

pantelis/6613-project-5

pantelis/aima-pseudocode

Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

pantelis/aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

pantelis/airef

Bibtex format of various references in the AI domain

pantelis/assignment1

Assignment 1: automatic differentiation

pantelis/CarND-Capstone-Project

Udacity's Final Project Submission from the autonomly.io team

pantelis/CarND-Path-Planning-Project

Implementation of path-planning in highway setting

pantelis/CarND-Semantic-Segmentation-Project

Semantic classification of objects in video streams

pantelis/CarND-TrafficLight-Classification

Code to detect the Traffic Light State from the image

pantelis/CarND-TrafficLight-Classification-Dataset

Dataset for the CarND-TrafficLight-Classification project

pantelis/classic-machine-learning-tutorial

1h tutorial on classic machine learning

pantelis/cs231n.github.io

Public facing notes page

pantelis/docker-ros-box

The dockerized ROS box with X11 support

pantelis/infocom2016_localization

LTE Localization paper

pantelis/kf-eks-simple

simple EKS kubeflow app

pantelis/learn-sdn-with-ryu

Learn SDN with RYU Controller

pantelis/machine-learning-using-k8s

Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS

pantelis/Machine_Learning_Tutorials

Code, exercises and tutorials of my personal blog ! 📝

pantelis/NYU-AI-Project-01

Project 01 developed for NYU AI class.

pantelis/NYU-AI-Project-02

NYU-AI-Project-02

pantelis/NYU-AI-Project-03

This repository is the 3rd project developed for the CS-GY-6613 Artificial Intelligence class at NYU. The class professor is Pantelis Monogioudis.

pantelis/pantelis.github.io.source

pantelis/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pantelis/pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pantelis/PythonRobotics

Python sample codes for robotics algorithms.

pantelis/slides

pantelis/SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch.