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206 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

Featureforge ⭐ 372

A set of tools for creating and testing machine learning features, with a scikit-learn compatible API

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.

Raytracing ⭐ 191

Simple ray tracing library in Python for optical design that considers simple optical elements (with ABCD ray matrices) but also finite diameters of elements to calculate aperture and field stops, field of view, etc... Useful to validate the design of an optical system (lenses positions, power and diameters). Also permits the propagation of gaussian laser beams through the same elements.

Matrix library for CUDA in C++ and 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

Keras_weight_animator ⭐ 107

Save keras weight matrices as short animated videos during training

Engcomp4_landlinear ⭐ 104

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

Python Matrix Factorization Module

Cython implementation of jenks breaks

Sigprofilermatrixgenerator ⭐ 91

SigProfilerMatrixGenerator creates mutational matrices for all types of somatic mutations. It allows downsizing the generated mutations only to parts for the genome (e.g., exome or a custom BED file). The tool seamlessly integrates with other SigProfiler tools.

Adafruit_python_led_backpack ⭐ 91

Python library for controlling LED backpack displays such as 8x8 matrices, bar graphs, and 7/14-segment displays on a Raspberry Pi or BeagleBone Black.

TADbit is a complete Python library to deal with all steps to analyze, model and explore 3C-based data. With TADbit the user can map FASTQ files to obtain raw interaction binned matrices (Hi-C like matrices), normalize and correct interaction matrices, identify and compare the so-called Topologically Associating Domains (TADs), build 3D models from the interaction matrices, and finally, extract structural properties from the models. TADbit is complemented by TADkit for visualizing 3D models

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.

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

Rescal.py ⭐ 74

Python module to compute the RESCAL tensor factorization

Qcschema ⭐ 72

A Schema for Quantum Chemistry

Transformations ⭐ 69

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

Transitionmatrix ⭐ 69

Statistical analysis and visualization of state transition phenomena

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

Adaptive Regularization Neural Network ⭐ 59

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

Competitive Coding Platforms ⭐ 59

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

Decoding Brain Challenge 2016 ⭐ 55

Code and documentation for the winning solution to the Decoding Brain Signals Cortana challenge

Pandas Plink ⭐ 55

PLINK reader for Python.

Python library to perform Analytic Hierarchy Process.

Hic2cool ⭐ 50

Lightweight converter between hic and cool contact matrices.

Structured Nets ⭐ 48

Structured matrices for compressing neural networks

Path.animator ⭐ 47

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

locality sensitive hashing (LSHASH) for Python3

Compositional_structure_search ⭐ 46

Theano_toolkit ⭐ 46

Collection of useful, re-used routines.

Schicluster ⭐ 43

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

Spherical ⭐ 39

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

Adafruit_circuitpython_ht16k33 ⭐ 39

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

Ann4brains ⭐ 38

Artificial neural networks for brain networks

Lap Solvers ⭐ 38

Benchmarking Linear Assignment Problem Solvers

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, ...

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

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

Fixatons ⭐ 33

A collection of Human Fixations Datasets and Metrics for Scanpath Similarity

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

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

Meshconvolution ⭐ 30

Code for Mesh Convolution Using a Learned Kernel Basis

Hcluster ⭐ 29

Hierarchical Clustering Algorithms

Spatial_access ⭐ 28

Connectome Mapper

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

Mixing Patterns ⭐ 24

Inferring high-resolution human mixing patterns for disease modeling

Power Iteration Svd ⭐ 24

Backpropagation-Friendly-Eigendecomposition

Quasi-Newton algorithm for joint-diagonalization

Gauge-including magnetically induced currents.

Integrative orthogonal non-negative matrix factorization

Convex Polytope Machine

Infopanel ⭐ 23

Show live data, animations, pictures, or anything on simple displays like RGB matrices

Table Testing ⭐ 22

requirements, examples, and tests for expression matrix file formats

Iphone_xs_supply_chain ⭐ 22

This is the code for "Iphone XS Supply Chain" By Siraj Raval on Youtube

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!

Matrix Completion ⭐ 19

Matrix completion and decomposition algorithm

Automatic_arrangement ⭐ 19

Python Opencv Gpu Video ⭐ 18

GPU accelerated video processing on OpenCV with Python.

Pyhessian ⭐ 17

pyhessian is a TensorFlow module which can be used to estimate Hessian matrices

A python library for Collective Matrix Factorization (CMF)

Hodgelaplacians ⭐ 17

Hodge/Bochner Laplacians of simplicial complexes, their spectra, higher-order diffusion and random walks

Gaussianface ⭐ 17

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

Incremental Gan ⭐ 17

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

Lldb Eigen Data Formatter ⭐ 17

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

Nnblocks ⭐ 17

A framework to build and train linguistics neural models

A Wasserstein Subsequence Kernel for Time Series.

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