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internet-advertising-mechanism-and-strategy

A collection of research and application papers about Strategy, Match, Targeting and Creatives in Internet advertising.

interpret

Fit interpretable models. Explain blackbox machine learning.

interpretable-ml-book

Book about interpretable machine learning

interpretable-visual-summaries

interpretablecnn

interpreting-deep-learning-models

Trying to create the list of papers for understanding the workings behind the deep/machine learning models

interview-guide

Coding/technical interview guide: data structures, algorithms, complexity analyses, interview questions

intrinsic-dimension

intrinsic-motivation-recognition

Experimental code for recognizing student's intrinsic motivation using facial features

intrinsics-network

Code for the paper "Self-Supervised Intrinsic Image Decomposition"

intro-to-deep-learning

Spring 2018 workshop with ACM and AAAI

intro-to-neural-networks-o-reilly-ai

Introduction to Neural Networks with Keras, O'Reilly Artificial Intelligence Conference 2017, Tutorial

intro2stats

Introduction to Statistics using Python

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

introneuralnetworks

Introducing neural networks to predict stock prices

invase

IINVASE: Instance-wise Variable Selection using Neural Networks - 2019 ICLR

inventory

Experiments in supply chain optimization

inventory-optimization-algorithms

Algorithms Library for Supply Chain Inventory Optimization

inversecooking

Recipe Generation from Food Images

invertible-resnet

Official Code for Invertible Residual Networks

invertinggan

Invert a pre-trained GAN model (includes code for training a GAN on celebA)

investigate_tmdb_movies

Investigating Dataset contains information about 10,000+ movies collected from The Movie Database (TMDb)

investment-portfolio-dashboard

Investment Portfolio Dashboard

investpy

Financial Data Extraction from Investing.com with Python

ios_ml

List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.

iot-internet-of-things

Used Monte-Carlo Technique In Reinforcement Leaning to optimize electricity consumption and cooling demands for home.

iota_demo

This is the code for "How to Buy IOTA" on Youtube by Siraj Raval

iphone-ocr-tesseract-and-opencv

Simple academic project made using OpenCV and Tesseract. The aim of these project is to read flyers of job offer and extract the text.

ipynotebook_machinelearning

This contains a number of IP[y]: Notebooks that hopefully give a light to areas of bayesian machine learning.

ipython-dashboard

A stand alone, light-weight web server for building, sharing graphs created in ipython. Build for data science, data analysis guys. Aiming at building an interactive visualization, collaborated dashboard, and real-time streaming graph.