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Numerical Linear Algebra ⭐ 9,850

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Linear Algebra With Python ⭐ 2,160

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

Multi-class confusion matrix library in Python

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Matrixprofile Ts ⭐ 556

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

Dataframe Js ⭐ 383

A javascript library providing a new data structure for datascientists and developpers

Matrixprofile ⭐ 297

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

Go Tsne ⭐ 169

t-Distributed Stochastic Neighbor Embedding (t-SNE) in Go

C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

Collaborative Deep Learning For Recommender Systems ⭐ 58

The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

Paralleldist ⭐ 41

R Package: Parallel Distance Matrix Computation using Multiple Threads

Dsmo.course ⭐ 33

Data Science and Matrix Optimization course

Mathematics_for_machine_learning ⭐ 32

Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.

Dsskills ⭐ 31

A skills matrix for Applied Data Science in Research

Nancorrmp ⭐ 20

Parallel correlation calculation of big numpy arrays or pandas dataframes with NaNs and infs.

R Code Examples Multi-dimensional/Panel Data

SADDLE: Scala Data Library

Polypoly ⭐ 18

Helper functions for orthogonal polynomials in R

DITRAS (DIary-based TRAjectory Simulator), a mathematical model to simulate human mobility

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

Disarray ⭐ 15

Confusion matrix metrics directly from your pandas DataFrame

Idealflownetwork ⭐ 15

Ideal Flow Network (IFN) is a Python module and library to compute network efficiency to analyze transportation network, communication networks and data science..

Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features

Osmnx_adjacency_matrix_for_graph_convolutional_networks ⭐ 10

Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs

PepTools - An Immunoinformatics (Immunological Bioinformatics) R-package for working with peptide data

A collection of Python modules equivalent to R ReQTL Toolkit aims to identify the association between expressed SNVs with their gene expression using RNA-sequencing data.

Mir Ref-Counted Type System for .NET

CUDA Implementation of Parallel Matrix Factorization Algorithm for Recommender Systems

Discussion Complexity ⭐ 8

Code for "On the Complexity of Opinions and Online Discussions", WSDM 2019

Tanalysis ⭐ 7

A python 2.7+ and 3.4+ package for matrix product state decompositions in a data science context

Dataset Tools ⭐ 5

Easy to use library for working with core.matrix datasets in Clojure: select, where, aggregate, join, order, cross-tab, from/to-dataset, etc

Human Activity Recognition Smartphone Sensors ⭐ 5

Mini-project based on activity detection dataset at UCIML. Checkout branches for latest push.

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