valli223 Goto Github PK

als-ncg

NCG acceleration of ALS computing low rank matrix factorizations for Collaborative Filtering

apache-spark-tips-tricks-techniques

Apache Spark: Tips, Tricks, & Techniques [Video] Published by Packt

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

best-practices-checklist

A list of awesome idiomatic code resources. Rust:crab:, Go, Ruby:gem:, Pony :horse:, Ocaml :camel:, Erlang and more

brew

🍺 The missing package manager for macOS

courses

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

credit-analysis

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data-science-on-gcp

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

data.table

R's data.table package extends data.frame. HOMEPAGE:

dataproducts

datasciencecoursera

A Test Repository created for the purpose of the Course Project

datasharing

The Leek group guide to data sharing

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

fenics-tutorial

Source files and published documents for the FEniCS tutorial.

fipy

FiPy is a Finite Volume PDE solver written in Python

flink-streaming-demo

free-programming-books

:books: Freely available programming books

getandcleandata

Repository to store the artefacts related to Getting and Cleaning Data course

lammps

Public development project of the LAMMPS MD software package

mltools

Exploratory and diagnostic machine learning tools for R

numerical-linear-algebra-v2

Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

practical-mlops-book

[Book-2021] Practical MLOps O'Reilly Book

predictive_modeling_har

Repository containing the files for PML A1

professional-services

Common solutions and tools developed by Google Cloud's Professional Services team

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pycdft

python-refresher

A Python refresher section for all our courses

python-tips-tricks-techniques-

Python Tips, Tricks & Techniques[Video], published by Packt