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awesome-data-engineering

A curated list of data engineering tools for software developers

awesome-falsehood

😱 Falsehoods Programmers Believe in

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

dash-stock-tickers-demo-app

Dash Demo App - Stock Tickers

datasciencecoursera

datasharing

The Leek group guide to data sharing

exercises-scalatutorial

Exercises for the "Functional Programming Principles in Scala", part of the FP in Scala specialized program by EPFL.

ffmpeg

Mirror of git://source.ffmpeg.org/ffmpeg.git

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

interviews

Everything you need to know to get the job.

jmshi.github.io

personal website

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

matrix

A fast matrix type for Swift

minard_chart

A case visualization with Minard-like map

models

Models and examples built with TensorFlow

prml

PRML algorithms implemented in Python

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 ;)

problem-solving-with-algorithms-and-data-structures-using-python

Examples and work from Problem Solving with Algorithms and Data Structures Using Python

reconnection

scripts and piplines for projects related to MRI and magnetic reconnection

sessionization

c++ code to identify and output individual sessions of web logs

twitch-emotes

a real-time data pipeline to monitor and analyze the emotes usage in active twitch channels.

twitchatter

real-time streaming pipeline for analyzing chat data from twitch.

visit-database-plugin

a plugin to handle athena++ data output (checkpoint or other plot dump) with VisIt visualization tool.