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147 search results found

Multi-class confusion matrix library in Python

Sparkit Learn ⭐ 1,054

PySpark + Scikit-learn = Sparkit-learn

Scikit Multilearn ⭐ 855

A scikit-learn based module for multi-label et. al. classification

Performer Pytorch ⭐ 777

An implementation of Performer, a linear attention-based transformer, in Pytorch

Scikit Network ⭐ 544

Graph Algorithms

Sequitur ⭐ 370

Library of autoencoders for sequential data

Megaman ⭐ 296

megaman: Manifold Learning for Millions of Points

Pygraphblas ⭐ 269

GraphBLAS for Python

Formulaic ⭐ 267

A high-performance implementation of Wilkinson formulas for Python.

Nngeometry ⭐ 174

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

Funk Svd ⭐ 154

⚡ A python fast implementation of the famous SVD algorithm popularized by Simon Funk during Netflix Prize

Scikit Kinematics ⭐ 117

Python functions for working with 3D kinematics.

Fast creation and configuration of topologies, traffic matrices and event schedules for network experiments

Engcomp4_landlinear ⭐ 104

Using computational thinking to get deep insights on the foundations of linear algebra

Python Matrix Factorization Module

Tartarus ⭐ 86

Deep Learning for audio and text

Black Hole Simulation Using Python ⭐ 84

Non-spinning black hole simulation based on geodesics equation

A tool for calculating topological invariants.

Butterfly ⭐ 76

Butterfly matrix multiplication in PyTorch

3D modeling from uncalibrated images

A Python library for learning from dimensionality reduction, supporting sparse and dense matrices.

Rescal.py ⭐ 74

Python module to compute the RESCAL tensor factorization

Converters between Armadillo matrices (C++) and Numpy arrays using Pybind11

Transitionmatrix ⭐ 69

Statistical analysis and visualization of state transition phenomena

Transformations ⭐ 69

Homogeneous Transformation Matrices and Quaternions. Forked from https://pypi.org/project/transformations

A collection of scripts and tools for loading, processing, and handling single cell data.

Cnn For Stock Market Prediction Pytorch ⭐ 64

CNN for stock market prediction using raw data & candlestick graph.

Sparse_dot ⭐ 62

Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication

Competitive Coding Platforms ⭐ 59

GeeksForGeeks, HackerEarth, Coding Tests and Several Other platforms - Data Structures, Algorithms Implementations in Python

Adaptive Regularization Neural Network ⭐ 59

[NeurIPS'19] [PyTorch] Adaptive Regularization in NN

Hic2cool ⭐ 50

Lightweight converter between hic and cool contact matrices.

Structured Nets ⭐ 48

Structured matrices for compressing neural networks

locality sensitive hashing (LSHASH) for Python3

Path.animator ⭐ 47

Appcelerator Titanium iOS module that uses CABasicAnimations to add full rotations to views

Compositional_structure_search ⭐ 46

Publications ⭐ 42

My publications on Medium

Mathematics For Machine Learning And Data Science Specialization Coursera ⭐ 42

Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes

Riemannian optimization for quantum technologies

Adafruit_circuitpython_ht16k33 ⭐ 39

Adafruit CircuitPython driver for the HT16K33, a LED matrix driver IC.

Spherical ⭐ 39

Evaluate and transform D matrices, 3-j symbols, and (scalar or spin-weighted) spherical harmonics

Ann4brains ⭐ 38

Artificial neural networks for brain networks

Nuke Vector Matrix ⭐ 38

Nuke toolset to work on vectors and transform matrices.For 2D and 3D vectors

Single- as well as Multi-Objective Optimization Test Problems: ZDT, DTLZ, CDTLZ, CTP, BNH, OSY, ...

Machine Learning ⭐ 35

🌎 I created this repository for educational purposes. It will host a number of projects as part of the process .

Fast analysis and visualization of latent clusters in population genetic data

A Python parser for generating Python/C/Matlab solver interfaces

Python implementation of Least Squares Support Vector Machine for classification on CPU (NumPy) and GPU (PyTorch).

Fixatons ⭐ 33

A collection of Human Fixations Datasets and Metrics for Scanpath Similarity

Python for Random Matrix Theory: cleaning schemes for noisy correlation matrices.

Betterspy ⭐ 31

👀 Visualization for SciPy sparse matrices.

Neural Style Keras ⭐ 31

Implementation of neural style transfer methods using Keras and Tensorflow

Boostedfactorization ⭐ 31

An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).

Lane_tracker ⭐ 30

A Python program for lane line detection and tracking using a traditional computer vision approach

Micropython Max7219 ⭐ 30

MicroPython driver for MAX7219 8x8 LED matrix

UTMOST (unified test for molecular signatures) is a method for cross-tissue gene expression imputation for transcriptome-wide association analyses.

Deep learning code semantic similarity

Mathematics For Machine Learning And Data Science Specialization ⭐ 25

Non-credit online course by DeepLearning.AI

Integrative orthogonal non-negative matrix factorization

Quasi-Newton algorithm for joint-diagonalization

Convex Polytope Machine

Table Testing ⭐ 22

requirements, examples, and tests for expression matrix file formats

Openai Gemm.pytorch ⭐ 21

PyTorch bindings for openai-gemm

A banded matrix library for python.

Linear Algebra ⭐ 20

A descriptive & intuitive guide to Linear Algebra!

Automatic_arrangement ⭐ 19

Python Opencv Gpu Video ⭐ 18

GPU accelerated video processing on OpenCV with Python.

Incremental Gan ⭐ 17

Just some experiments on GANs hallucinating data samples for an incremental learner.

Nnblocks ⭐ 17

A framework to build and train linguistics neural models

Gaussianface ⭐ 17

Implementation of the GaussianFace algorithm for TU Delft IN4393 Computer Vision 2016/2017

Lldb Eigen Data Formatter ⭐ 17

LLDB Data Formatter for dense matrices and vectors of the Eigen library

A Python / Numpy / Scipy port of Prof. Nick Higham's m*lab 'gallery' matrices plus extras

A Wasserstein Subsequence Kernel for Time Series.

3d Reconstruction Using Single View Metrology ⭐ 15

This repository contains code and the steps to follow for 3D Reconstruction using Single View Metrology

Maya_python_packages ⭐ 15

Implementation of the independent vector analysis (IVA) algorithm using a multivariate Laplace prior

Pyfreefem ⭐ 14

Python wrapper library for FreeFem++

Spectre_release ⭐ 13

Analyzing deviation from orthogonality in RNNs

Ecospold2matrix ⭐ 13

Class for recasting Ecospold2 LCA dataset into Leontief matrix representations or Supply and Use Tables

Implementation of condnets

Single Cell 3prime Snp Clustering ⭐ 13

Correlationmatrix ⭐ 13

correlationMatrix is a Python powered library for the statistical analysis and visualization of correlations

Mathematics For Machine Learning Linear Algebra ⭐ 12

Eulerangles ⭐ 12

simplify the handling of large sets of Euler angles in Python

Compbioclass ⭐ 11

Valhalla Qgis Plugin ⭐ 11

QGIS plugin to use Valhalla for routing, isochrones and matrices.

Luigi_gdb_pipeline_demo ⭐ 11

An example to illustrate using Luigi to manage a data science workflow in Greenplum Database

Nk_model ⭐ 11

Contains simple building blocks for NK modeling

Django Matrix Field ⭐ 11

A Django app providing database store for matrices.

Matrix Routines ⭐ 11

Implementations of matrix factorization/completion (and something related) algorithms

parameterizing valid Euclidean distance matrices (EDMs) via neural networks

Flatsplode ⭐ 11

Flatten/Explode JSON objects

Cechmate ⭐ 10

Custom filtration constructors for Python

Mogrifier Lstm Pytorch ⭐ 10

Implementation of Mogrifier LSTM in PyTorch

Dropseqrunner ⭐ 10

Lightweight pipeline for processing droplet-based single-cell RNA-seq data

Fmcw_radar_slam ⭐ 10

Programming For Bioinformatics ⭐ 10

Random_embedding ⭐ 10

A Python toolbox for pentadiagonal linear systems

Trajectorama ⭐ 10

Multi-study integration of cellular trajectories

Sinkhorn_knopp ⭐ 10

python implementation of Sinkhorn-Knopp

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