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Search results for jupyter notebook matrix
jupyternotebook
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matrix
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162 search results found
Numerical Linear Algebra
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9,850
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Linear Algebra With Python
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2,160
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the mustknow 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.
Hyperlearn
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1,387
22000x faster ML algos, 50% less memory usage, works on all hardware  new and old.
Tensor Sensor
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634
The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.
Sompy
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501
A Python Library for Self Organizing Map (SOM)
Matrex
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374
A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.
Recsys_course_at_polimi
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346
This is the official repository for the Recommender Systems course at Politecnico di Milano.
Recommendation
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324
Recommendation System using ML and DL
Neural_decoding
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242
A python package that includes many methods for decoding neural activity
Numerical Linear Algebra V2
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217
Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program
Cnmf
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200
Code and example data for running Consensus Nonnegative Matrix Factorization on singlecell RNASeq data
Datagene
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170
DataGene  Identify How Similar TS Datasets Are to One Another (by @firmai)
Dagmm
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155
DAGMM Tensorflow implementation
Cofactor
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155
CoFactor: Regularizing Matrix Factorization with Item Cooccurrence
Ai Matrix
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148
To make it easy to benchmark AI accelerators
D3graph
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143
Creation of interactive networks using d3 Javascript
Tmm
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129
transfermatrix method for optics of thin and thick multilayer films
Simple_mf
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123
Simple but Flexible Recommendation Engine in PyTorch
Numsw
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118
Swift library like numpy, playgrounds notebook like jupyter.
Dynamic_neural_manifold
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117
Nlp_adversarial_examples
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112
Implementation code for the paper "Generating Natural Language Adversarial Examples"
Design Of Experiment Python
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112
Designofexperiment (DOE) generator for science, engineering, and statistics
Julia 100 Exercises
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111
julia version of 100 numpy exercises
Engcomp4_landlinear
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104
Using computational thinking to get deep insights on the foundations of linear algebra
Quant Notes
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101
Quantitative Interview Preparation Guide, updated version here ==>
Ristretto
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94
Randomized Dimension Reduction Library
Machinevision Toolbox Python
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76
Machine vision toolbox for Python
Expo Mf
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75
Exposure Matrix Factorization: modeling user exposure in recommendation
Growing Neural Cellular Automata Pytorch
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68
Extended experiments of "Growing Neural Cellular Automata" https://distill.pub/2020/growingca/
Rmt4ml
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68
Matlab Notebook for visualizing random matrix theory results and their applications to machine learning
Doubletdetection
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60
Doublet detection in singlecell RNAseq data.
Gendis
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59
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
Mimic Iii_readmission
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59
Predicting 30day ICU readmissions from the MIMICIII database
Preprocessing For Deep Learning
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58
This is the notebook associated with the blog post:
Fast Pagerank
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57
Fast (Personalized) PageRank Implementation
Cyber Matrix Ai
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53
Collection of cyber security and "AI" relevant topics
Genbmm
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48
CUDA kernels for generalized matrixmultiplication in PyTorch
Ai Projects
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45
AI项目（强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理）
Gmm Em Python
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41
Python implementation of EM algorithm for GMM. And visualization for 2D case.
Nla2018
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40
NLA 2018 Skoltech course
Non Negative Matrix Factorization Implemented In Python
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39
Harmony
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38
Harmony framework for connecting scRNAseq data from discrete time points
Dr Nmf
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38
Implementation of deep recurrent nonnegative matrix factorization (DRNMF) for speech separation
Lap Solvers
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38
Benchmarking Linear Assignment Problem Solvers
My Movie Recommender
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38
Personal movie recommender system and a research sandbox
Timecorr
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36
Estimate dynamic highorder correlations in multivariate timeseries data
Alvito
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35
Alvito  An Algorithm Visualization Tool for Python
Nla2020
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35
Github repository for NLA2020 course
Sentiment Analysis2
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34
Sentiment ananlysis in keras and mxnet
Randomly
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33
A Library for Denoising SingleCell Data with Random Matrix Theory
Linear_algebra
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32
Mathematics_for_machine_learning
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32
Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.
Recommendationengine
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31
A 3hour workshop for understanding deep learning recommendation systems.
Stratipy
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29
Graph regularized nonnegative matrix factorization (GNMF) in Python
Recommendation Systems
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28
Recommendation Systems This is a workshop on using Machine Learning and Deep Learning Techniques to build Recommendation Systesm Theory: ML & DL Formulation, Prediction vs. Ranking, Similiarity, Biased vs. Unbiased Paradigms: Contentbased, Collaborative filtering, Knowledgebased, Hybrid and Ensembles Data: Tabular, Images, Text (Sequences) Models: (Deep) Matrix Factorisation, AutoEncoders, Wide & Deep, RankLearning, Sequence Modelling Methods: Explicit vs. implicit feedback, UserItem matri
Relationship Extraction
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26
Implementation Project for relation extraction in NLP using kernel based methods.
Omx
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25
Open Matrix (OMX)
Intelligent Hpa
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25
Recommendation Retrieval
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23
A tutorial on scalable retrieval of matrix factorization recommendations
Netcomp
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23
Comparative metrics for dynamic networks in Python
Pairwiselistmatrices.jl
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19
Symmetric matrix as a list of the values in its upper or lower triangular part. Useful for representing pairwise measures or comparisons when the used metric or distance satisfies the symmetry condition and for adjacency matrices of undirected graphs.
Notebooks
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19
This repo contains notebooks that explaining some cool stuff we learn every now and then...
Independent_component_analysis
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19
From scratch Python implementation of the fast ICA algorithm.
Patch Match
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19
Implementation of some papers for hole filling in picture
P300 Speller
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18
A BCI speller based on P300 detection using a 1D CNN architecture.
18.338 Eigenvalues Of Random Matrices
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17
Symbolic Modified Nodal Analysis
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17
an ipython notebook for symbolic circuit analysis
Machine Learning
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16
Machine Learning Notebooks by Anderson
Didbits
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16
An unsorted bunch of ideas on practical aspects of machine learning. Mostly in python
Se3comp_pytorch
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16
SE3 composition layer of VINet
Seemps
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14
Selfexplaining Matrix Product States library in Python
Nla2019
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14
NLA 2019 course @ Skoltech.
Confusion Matrix For Mask R Cnn
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14
Confusion matrix for Mask RCNN (Matterport implementation)
Py_matrix
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14
A python implementation of the transfer matrix method for multilayer structures with arbitrary dielectric tensors
Recommender Systems For Implicit Feedback Datasets
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14
Matrix Factorization augmented with customer item meta data
Nla2019_ozon
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13
NLA course in OZON Masters
Covadapt
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13
Low rank adaptation of covariance matrices for nuts sampling in pymc3
30 Seconds Of R Code
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13
Collection of small baseR expressions (r snippets)
Simplemps
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13
Matrix product states (MPS) based density matrix renormalization group (DMRG)
Event Detection In Classroom
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13
In this repository the events in the classroom like sit, stand, walk and fight are detected and labelled.
Feature_learning
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13
feature weight learning based off similarity based clustering
Image Filtering
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13
image filtering techniques in python with examples
Stream Anomaly Detect
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13
Implementation of algorithms proposed by [Huang and Kasiviswanathan]
Linear Algebra With Python
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12
w/ khan academy & coding the matrix
Collaborativefilteringv3
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12
TimeSVD++ model: Recommender system using Matrix Factorization techniques, while utilize temporal models to extend models accuracy.
Clara
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12
CLARA: Confidence of Labels and Raters
Collaborative_filtering
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12
Recommendation system for music.
Camera Calibration
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11
The goal of camera calibration is to find the intrinsic and extrinsic parameters of a camera.
Nla2020_ozon
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11
Numerical linear algebra course in Ozon masters, Fall 2020
Coinblas
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11
Bitcoin blockchain graph analysis with the GraphBLAS.
Sgimc
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11
Malts
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11
Paper Implementation Matrix Factorization Recommender Systems Netflix
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11
[Python3.6] IEEE Paper "Matrix Factorization Techniques for Recommender Systems" by Koren,Bell,Volinsky
Pfcm
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11
Possiblistic Fuzzy CMeans Algorithm in Python
Computationalmethods
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11
Computational Methods Course at UdeA. Forked and size reduced from:
Rmt4elm
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11
A Random Matrix Approach to Extreme Learning Machine
Svmalgorithm
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10
Python Implementation of SVM Algorithm based on Papers and courses cited in README.md
Clustergrammer Py
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10
A python module for the clustergrammer matrix visualization project that creates the JSON object for the frontend JavaScript portion of Clustergrammer.
Learn_numpy
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10
We design this course with 9 lessons to help beginners can quickly understand and utilize this useful library.
Relevance Ranking Using Latent Semantic Indexing From Scratch
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10
Latent Semantic Analysis Introduction: An information retrieval technique patented in 1988. In the context of its application to information retrieval, it is sometimes called Latent Semantic Indexing (LSI). LSI allows a search engine to determine what a page is about outside of specifically matching search query text. It looks at “Themes” instead of “Keywords”. Linear Algebra techniques used in the project: Singular Value Decomposition, Cosine Similarity, Matrix properties. Dataset: “Sc
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