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aind

Artificial Intelligence Engineer Nanodegree projects

chargym-charging-station

Chargym simulates the operation of an electric vehicle charging station (EVCS) considering random EV arrivals and departures within a day. This is a generalised environment for charging/discharging EVs under various disturbances (weather conditions, pricing models, stochastic arrival-departure EV times and stochastic Battery State of Charge (BOC)

ctci

Cracking the Coding Interview, 5th Edition

ctci-6th-edition

Cracking the Coding Interview 6th Ed. Solutions

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

dlnd

Deep Learning Foundation Nanodegree projects

face2face-demo

pix2pix demo that learns from facial landmarks and translates this into a face

facial_expression_transfer

Real-time Facial Expression Transfer --> facial expression capture and reenactment via webcam

generative-adversarial-networks-projects

Generative Adversarial Networks Projects, published by Packt

h1b_statistics

leetcode-python

LeetCode use Python :memo:

master-electric_vehicle_charging_recommendation

ml-from-scratch

Simple machine learning algorithms implemented from scratch

notes-on-decision-trees-and-random-forests

These are my notes for the interview prep workshop I led on Random Forests

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

reinforcement-learning-for-real-time-pricing-and-scheduling-control-in-ev-charging-stations

Reinforcement Learning for Real time Pricing and Scheduling Control in EV Charging Stations

sc-fegan

SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color

sdsc-summer-institute-2019

SDSC Summer Institute 2019 material

smart-nanogrid-gym

Smart Nanogrid Gym is an OpenAI Gym environment for simulation of a smart nanogrid incorporating renewable energy systems, battery energy storage systems, electric vehicle charging station, grid connection, a connected building and using vehicle-to-everything methodology.

stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

synthesizeai

Real time video synthesis for robotic control development.

videogamesales

This was a data challenge I did as part of interview prep at Insight