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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-mlops

A curated list of references for MLOps

babygan

StyleGAN-based predictor of children's faces from photos of theoretical parents.

coding-interview-university

A complete computer science study plan to become a software engineer.

coursera-getting-and-cleaning-data

https://class.coursera.org/getdata-003

cs-video-courses

List of Computer Science courses with video lectures.

csimmdmv

CSimMDMV: A parallel program for stochastic characterization of multi-dimensional, multi-variant, and multi-scale distribution of heterogeneous reservoir rock properties from well log data

ctci-6th-edition-python

Cracking the Coding Interview 6th Ed. Python Solutions

datasciencecoursera

A repository for the course project

datasharing

The Leek group guide to data sharing

deepparse

Deepparse is a state-of-the-art library for parsing multinational street addresses using deep learning

evolvegcn

Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

free-for-dev

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

getting-and-cleaning-data-course-project

graphembedding

Implementation and experiments of graph embedding algorithms.

learning-algorithms-with-leetcode

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

machinelearningproject

Qualitative activity recognization - a machine learning excercise

pfast

PFAST: A High Performance Software Package for Transmission and Reflection Seismic Traveltime Tomography

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

radiationpattern

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

riwalk

Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".

seissol

a scientific software for the numerical simulation of seismic wave phenomena and earthquake dynamics

spark_fun

specfem3d

SPECFEM3D_Cartesian simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra (structured or not). It can for instance model seismic waves propagating in sedimentary basins or any other regional geological model following earthquakes. It can also be used for non destructive testing or for ocean acoustics.

struc2vec

This repository provides a reference implementation of struc2vec.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

technical-interviews