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ai

Repo for work for AI Survey

analytics

Analytics

awesome-indie

Resources for independent developers to make money

cleveralgorithms

An open source book that describes a large number of algorithmic techniques from the the fields of Biologically Inspired Computation, Computational Intelligence and Metaheuristics in a complete, consistent, and centralized manner such that they are accessible, usable, and understandable.

cortana-intelligence-personalization-data-science-playbook

A Data Science playbook for personalization use cases using the Cortana Intelligence Suite

courses

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

data

A collection of public data sets

datasciencecoursera

datasciencecoursera_capstonefinal

datasciencectacontent

repository for Community Mentor content related to the Johns Hopkins University Data Science Specialization on Coursera

datasharing

The Leek group guide to data sharing

dominance_analysis

This package can be used for dominance analysis on the given data-set

eda_week1_analysis

Coursera - Exploratory Data Analysis - Week1 - Programming Assignment

exploripy

Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.

g-cdata_week4_assignment

Coursera - Getting & Cleaning Data - Week4 - Programming Assignment

jupyter

Jupyter metapackage for installation, docs and chat

kaggle-bulldozers

knowledge-map

🌍 Search Interactive Mind Maps to learn anything

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

nlp_labs

practicalmachinelearning

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pyldavis

Python library for interactive topic model visualization. Port of the R LDAvis package.

rdpeng

ProgrammingAssignment2

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

represearchassignment2

Final Assignment for Reproducible Research Course

rocr

An R package for visualizing classifier performance (Sing/Sander/Beerenwinkel/Lengauer [2005] Bioinformatics)

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

sublime

Minimal dark theme for Sublime

swirl_courses

:mortar_board: A collection of interactive courses for the swirl R package.