Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
NumPy
NumPy is an open source library for the Python programming language, adding support for large, multidimensional arrays, and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.
- GitHub: https://github.com/topics/numpy
- Wikipedia: https://en.wikipedia.org/wiki/NumPy
- Repo: https://github.com/numpy/numpy
- Created by: Travis Oliphant
- Related Topics: python, scipy,
- Last updated: 2024-11-15 00:20:36 UTC
- JSON Representation
https://github.com/glevv/obscure_stats
A small collection of lesser-known statistical measures
data-analysis data-science descriptive-statistics math numpy python robust-statistics scipy statistical-analysis statistics
Last synced: 14 Nov 2024
https://github.com/michaelaquilina/hashedindex
Python package providing an Inverted Index implementation using dictionaries
indexing nlp nlp-machine-learning numpy pandas python2 python3 text-processing
Last synced: 28 Oct 2024
https://github.com/brunogeorgevich/llama3.cp
Adapted version of llama3.np (NumPy) to a CuPy implementation for the Llama 3 model.
ai cupy llama3 llm numpy self-hosted
Last synced: 27 Sep 2024
https://github.com/mramshaw/data-cleaning
Data Cleaning with Python
data-cleaning data-munging data-wrangling numpy pandas python python3
Last synced: 14 Nov 2024
https://github.com/tlatkowski/deep-learning-gene-expression
Deep learning methods for feature selection in gene expression autism data.
annotated-genes autism autism-data data-mining deep-learning feature-detection feature-extraction feature-selection features-extraction fisher-score gene-annotation gene-expression gene-expression-profiles google-colab microarray-data ncbi-database neural-network numpy python3 ttest
Last synced: 09 Nov 2024
https://github.com/onurtemizkan/zhang
Numpy implementation of Z. Zhang's camera calibration algorithm
camera-calibration computer-vision numpy python zhang
Last synced: 28 Oct 2024
https://github.com/laurentrdc/npstreams
Streaming operations on NumPy arrays
numpy python3 streaming-algorithms
Last synced: 02 Nov 2024
https://github.com/zjdoc/visionguide
视觉相关的编程语法、计算框架以及视觉库使用
cplusplus-11 matplotlib numpy opencv python pytorch torchvision
Last synced: 12 Oct 2024
https://github.com/iamjagdeesh/Fake-News-Detection
Fake news detector based on the content and users associated with it using BERT and Graph Attention Networks (GAT).
bert graph-attention-networks numpy pandas python scipy tensorflow
Last synced: 02 Nov 2024
https://github.com/carefree0910/carefree-ml
carefree-ml implemented Machine Learning algorithms with numpy, mainly for educational use
Last synced: 11 Nov 2024
https://github.com/noaa-mdl/grib2io
Python interface to the NCEP G2C Library for reading and writing GRIB2 messages.
atmospheric-science data-science grib2 grib2-decoder grib2-encoder grib2-tables meteorology ncep ncep-grib2 ndfd-grib2 numpy python python3 weather weather-data
Last synced: 11 Nov 2024
https://github.com/franckndame/drlkit
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
comparing-algorithms deep-learning deep-reinforcement-learning gpu gym gym-environment machine-learning numpy python pytorch reinforcement-learning tensor tensorflow
Last synced: 11 Oct 2024
https://github.com/int-brain-lab/mtscomp
Multichannel time series lossless compression in pure Python based on NumPy and zlib
compression electrophysiology neurophysiology numpy python zlib
Last synced: 13 Nov 2024
https://github.com/akramz/grokking-deep-learning-notebooks
Notes & Code to go over "Grokking Deep Learning" Book by Andrew Trask
artificial-intelligence backpropagation deep-learning federated-learning forward-propagation lstm machine-learning neural-networks numpy numpy-tutorial rnn sgd
Last synced: 27 Oct 2024
https://github.com/IntelPython/DPEP
Data Parallel Extensions for Python*
gpu-computing heterogeneous-computing numba numpy python
Last synced: 09 Nov 2024
https://github.com/intelpython/dpep
Data Parallel Extensions for Python*
gpu-computing heterogeneous-computing numba numpy python
Last synced: 15 Nov 2024
https://github.com/fubel/PyCannyEdge
Educational Python implementation of the Canny Edge Detector
algorithm edge-tracking image-processing numerical-analysis numerical-methods numpy scientific-computing scipy
Last synced: 07 Aug 2024
https://github.com/dirktoewe/nd4js
JS ND-Arrays inspired by NumPy.
eigenvalues javascript linear-algebra linear-equations matrix-computations ndarray numerics numpy optimization singular-values
Last synced: 13 Oct 2024
https://github.com/akshaymogaveera/object-sorting-using-robotic-arm-and-image-processing
Sorting objects of different colors using robotic arm and using computer vision (image processing).
arduino image-processing image-recognition numpy opencv python raspberry-pi-3 raspberry-pi-camera robotic-arm robotics robotics-programming servo-motor
Last synced: 30 Oct 2024
https://github.com/ajayns/moodify
Moodify: Recognizes emotion from face, generates a suitable playlist in the music player
acm angularjs dlib flask haar-cascade machine-learning material-design materialize mongodb music-player numpy opencv python soundmanager2 web-app webapp
Last synced: 08 Nov 2024
https://github.com/renovamen/flint
A toy deep learning framework implemented in pure Numpy from scratch. Aka homemade PyTorch lol.
autodiff autodifferentiation autograd deep-learning neural-network numpy
Last synced: 10 Nov 2024
https://github.com/kewlbear/numpy-ios
Swift package for using NumPy in iOS apps
Last synced: 11 Oct 2024
https://github.com/deepraj1729/yplate
License Plate Detection library powered by YOLO v3 and OpenCV with Command Line Interface
computer-vision deep-learning detect-plates machine-learning neural-networks number-plate-recognition numpy opencv tensorflow yolov3
Last synced: 12 Nov 2024
https://github.com/potocpav/npy-rs
NumPy file format (de-)serialization in Rust
Last synced: 08 Nov 2024
https://github.com/nvictus/pybbi
Python bindings to UCSC BigWig and BigBed library
bbi bigbed bigwig bioinformatics cython genomics kent numpy python
Last synced: 14 Nov 2024
https://github.com/m-clark/data-processing-and-visualization
This document forms the basis of several workshops/talks that get into everyday programming with R, but also includes mirrored code in Python as Jupyter notebooks.
data-processing data-science datatable dplyr ggplot2 htmlwidgets jupyter-notebooks machine-learning model-criticism modeling numpy pandas programming programming-exercises python r tidyverse visualization workshop workshops
Last synced: 08 Aug 2024
https://github.com/dgasmith/gau2grid
Fast computation of a gaussian and its derivative on a grid.
c collocations grid numpy python
Last synced: 27 Oct 2024
https://github.com/weiji14/cog3pio
Cloud-optimized GeoTIFF ... Parallel I/O 🦀
cloud-optimized-geotiff georust geotiff ndarray numpy pyo3 rust
Last synced: 01 Nov 2024
https://github.com/rohankishore/physipy
Python Library to calculate all types of Physics Formulae, both for calculations and research
equation-solver equations library numpy physics physics-analysis physics-engine physics-simulation python research research-project
Last synced: 11 Oct 2024
https://github.com/abdullahselek/spampy
Spam filtering module with Machine Learning using SVM (Support Vector Machines).
enron-spam-dataset machine-learning numpy scipy sklearn sklearn-classify spam-classification support-vector-machines
Last synced: 10 Oct 2024
https://github.com/GBillotey/Fractalshades
Arbitrary-precision fractal explorer - Python package
arbitrary-precision batch-processing burning-ship deep-zoom-images fractal gui mandelbrot numba numpy pyqt6 python
Last synced: 31 Oct 2024
https://github.com/wildboar-foundation/wildboar
wildboar is a Python module for temporal machine learning
cython distance-measures dtw dynamic-time-warping euclidean-distances machine-learning numpy python scipy timeseries
Last synced: 14 Nov 2024
https://github.com/dkogan/numpysane
more-reasonable core functionality for numpy
broadcasting linear-algebra numpy python-wrapper-api
Last synced: 12 Nov 2024
https://github.com/douglasdavis/pygram11
Simple and fast histogramming in Python accelerated with OpenMP.
calculating-histograms conda-forge cpp14 histogram histograms macos numpy openmp pybind11 pypi python python3 weights
Last synced: 12 Oct 2024
https://github.com/sdpython/pandas-streaming
Streaming API for pandas applied to big datasets
numpy pandas python3 streaming-data streaming-data-processing
Last synced: 02 Nov 2024
https://github.com/rainingcomputers/pykitml
Machine Learning library written in Python and NumPy.
deep-learning machine-learning neural-network numpy python-library random-forest
Last synced: 27 Oct 2024
https://github.com/chandrikadeb7/face-recognition-in-python
A real time face recognition system developed in Python using Pillow, OpenCV and NumPy
face-dataset face-recognition numpy opencv pillow python
Last synced: 22 Oct 2024
https://github.com/thibaudcolas/kontrasto
🎨 Automated color contrast for text over images
color-thief contrast-ratio django dominant-colors numpy pillow wagtail wcag2 wcag3
Last synced: 02 Nov 2024
https://github.com/jldbc/numpy_neural_net
A simple neural network (multilayer perceptron) with backpropagation implemented in Python with NumPy
deep-learning neural-network numpy python scratch
Last synced: 09 Nov 2024
https://github.com/scivision/python-performance
Performance benchmarks of Python, Numpy, etc. vs. other languages such as Matlab, Julia, Fortran.
benchmark fortran gfortran julia matlab microbenchmark numba numpy performance
Last synced: 31 Oct 2024
https://github.com/eddelbuettel/rcppcnpy
Rcpp bindings for NumPy files
c-plus-plus cran numpy r r-package
Last synced: 14 Nov 2024
https://github.com/gbillotey/fractalshades
Arbitrary-precision fractal explorer - Python package
arbitrary-precision batch-processing burning-ship deep-zoom-images fractal gui mandelbrot numba numpy pyqt6 python
Last synced: 30 Oct 2024
https://github.com/RainingComputers/pykitml
Machine Learning library written in Python and NumPy.
deep-learning machine-learning neural-network numpy python-library random-forest
Last synced: 05 Aug 2024
https://github.com/SciTools/python-stratify
Vectorized interpolators for Nd atmospheric and oceanographic data
atmospheric-science cython interpolation numpy ocean-sciences
Last synced: 31 Oct 2024
https://github.com/ahmedfgad/kivyandroidclassification
Image Classification for Android using Artificial Neural Network using NumPy and Kivy.
android artificial-neural-network buildozer classification feature-engineering feature-extraction genetic-algorithm kivy machine-learning neural-network numpy pillow python python-for-android
Last synced: 14 Oct 2024
https://github.com/intelpython/mkl_random
Python interface to Intel(R) Math Kernel Library's random number generation functionality
Last synced: 15 Nov 2024
https://github.com/scitools/python-stratify
Vectorized interpolators for Nd atmospheric and oceanographic data
atmospheric-science cython interpolation numpy ocean-sciences
Last synced: 15 Nov 2024
https://github.com/ericspod/dicombrowser
Lightweight portable Dicom browser application
dicom dicom-browser dicom-images medical-imaging numpy pydicom pyqt4 pyqtgraph python
Last synced: 11 Oct 2024
https://github.com/pinto0309/simple_fisheye_calibrator
Simple GUI-based correction of fisheye images. The correction parameters specified on the screen can be diverted to opencv's fisheye correction parameters. Supports execution via Docker.
calibration camera computer-vision cvui docker fisheye gui numpy opencv pillow python
Last synced: 22 Oct 2024
https://github.com/computationalcore/introduction-to-python
A very useful collection of Jupyter Notebooks, which aims to introduce the Python programming language.
data-analysis data-science fundamental google-colab jupyter-notebook jupyter-notebooks numpy pandas python python-language python-programming python3
Last synced: 10 Nov 2024
https://github.com/otsaloma/dataiter
Python classes for data manipulation
data-frame json numba numpy python
Last synced: 26 Oct 2024
https://github.com/ahmedfgad/numpycnnandroid
Convolutional Neural Network for Android using Kivy and NumPy
android artificial-neural-networks buildozer cnn convnet convolutional-neural-networks kivy neural-network numpy pil pillow python python-for-android python3
Last synced: 14 Oct 2024
https://github.com/xtensor-stack/zarray
Dynamically typed N-D expression system based on xtensor
multidimensional-arrays numpy xtensor
Last synced: 13 Nov 2024
https://github.com/parrt/msds593
MSDS593 -- Exploratory data analysis (EDA) at the University of San Francisco
exploratory-data-analysis matplotlib numpy pandas visualization
Last synced: 09 Nov 2024
https://github.com/fgebhart/mapa
Create 3d-printable STLs from satellite 🌍 elevation data
3d-printing elevation geospatial maps numba numpy satellite-data stl stl-files
Last synced: 11 Oct 2024
https://github.com/jorge-ramirez-upm/reptate
RepTate (Rheology of Entangled Polymers: Toolkit for Analysis of Theory & Experiment)
database experimental fitting matplotlib numpy pyside6 python rheology scipy theory visualization
Last synced: 11 Oct 2024
https://github.com/arig23498/rnn_viz
Sequence models in Numpy
backpropagation lstm numpy recurrence-formula rnn wandb
Last synced: 24 Oct 2024
https://github.com/marcogdepinto/python-for-data-analysis-and-machine-learning
This repo contains the projects made for the course of Jose Portilla on Udemy.
analysis data-analysis deep-neural-networks exercise ipynb jupyter-notebook machine-learning numpy pandas python scikit-learn seaborn
Last synced: 11 Oct 2024
https://github.com/jm12138/cannydetector
A python implementation of Canny Detector using numpy / scipy / torch / paddle package.
canny-detector numpy opencv paddle paddlepaddle pytorch scipy torch
Last synced: 27 Oct 2024
https://github.com/pedrorrivero/qrand
A multiprotocol and multiplatform quantum random number generation framework
numpy qrng-protocols quantum-computing random-number-generator
Last synced: 09 Nov 2024
https://github.com/ivanyu/idx2numpy
A Python package which provides tools to convert files to and from IDX format (described at http://yann.lecun.com/exdb/mnist/) into numpy.ndarray.
idx-format ndarray numpy python
Last synced: 08 Nov 2024
https://github.com/pdebuyl-lab/tidynamics
A tiny package to compute the dynamics of stochastic and molecular simulations
correlation molecular-dynamics numpy stochastic-process
Last synced: 11 Oct 2024
https://github.com/willrobotics/p3dpy
Simple pointcloud toolkit and browser based viewer for python.
fastapi jetson numpy point-cloud raspberry-pi threejs
Last synced: 31 Oct 2024
https://github.com/johnvinyard/zounds
Zounds is a dataflow library for building directed acyclic graphs that transform audio. It uses the featureflow library to define the processing pipelines.
audio dsp machine-learning numpy processing-pipelines signal-processing sound
Last synced: 10 Nov 2024
https://github.com/daniel-liu-c0deb0t/3d-neural-network-adversarial-attacks
Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.
3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numpy pointnet python tensorflow
Last synced: 14 Oct 2024
https://github.com/WillRobotics/p3dpy
Simple pointcloud toolkit and browser based viewer for python.
fastapi jetson numpy point-cloud raspberry-pi threejs
Last synced: 31 Oct 2024
https://github.com/v923z/micropython-builder
Ready-to-run firmware files with micropython and ulab
firmware micropython numpy ulab
Last synced: 28 Oct 2024
https://github.com/zgbjgg/jun
JUN - python pandas, plotly, seaborn support & dataframes manipulation over erlang
dataframes elixir erlang numpy pandas plotly python scipy seaborn
Last synced: 13 Oct 2024
https://github.com/brisvag/blik
Python tool for visualising and interacting with cryo-ET and subtomogram averaging data.
cryo-et napari numpy python teamtomo visualization
Last synced: 26 Oct 2024
https://github.com/Daniel-Liu-c0deb0t/3D-Neural-Network-Adversarial-Attacks
Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.
3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numpy pointnet python tensorflow
Last synced: 04 Aug 2024
https://github.com/trykatchup/poke-pi-dex
Our deep learning for computer vision related project for nostalgic poke weebs (Sistemi digitali, Unibo).
artificial-intelligence cnn cnn-keras computer-vision deep-learning image-classification image-processing machine-learning numpy opencv poke-pi-dex pokedex pokemon pygame raspberry-pi-4 raspberrypi tensorflow tkinter
Last synced: 13 Oct 2024
https://github.com/grimmer0125/numjs
Like NumPy, in JavaScript. It's a modification of the numjs project. Improvement: TypeScript/ES6/Documentation, etc. Published a new npm package, @d4c/numjs, used by alphago-zero-tictactoe-js.
browser javascript linear-algebra math matrix ndarray nodejs numpy typescript vector
Last synced: 04 Nov 2024
https://github.com/sanjinkurelic/casebasedreasoning
Find missing values in data set using Euclid distance, normalization and calculating information value, weight of evidence
case-based-reasoning csv data-science influence information-value machine-learning numpy pandas python3 weight-of-evidence
Last synced: 06 Nov 2024
https://github.com/stanfortonski/perlin-noise-3d-voxel-generator
Voxel generator based on perlin 3d noise | Python OpenGL
glm glsl minecraft normal-mapping numpy opengl opengl330 parallax-effect perlin-noise perlin-terrain pyopengl python python3 shaders shadows voxel voxel-engine world-generator
Last synced: 11 Nov 2024
https://github.com/koonimaru/omniplot
Statistical analysis, clustering and visualinzing scientific data with hassle free
data-science matplotlib numpy pandas python
Last synced: 08 Nov 2024
https://github.com/veb-101/numpy-pandas-matplotlib-tutorial
Tutorial notebooks on numpy, pandas and matplotlib.
matplotlib numpy pandas python-3
Last synced: 05 Nov 2024
https://github.com/odancona/bboxconverter
This library allows reading and converting bounding box annotations in many popular formats
bounding-boxes computer-vision image-recognition numpy object-detection pandas python pytorch tensorflow train-test-split
Last synced: 28 Oct 2024
https://github.com/grimmer0125/embedded-pydicom-react-viewer
Medical DICOM file P10 Viewer/Chrome Extension + Python Code In Browser (-Pyodide-> WebAssembly) + Pydicom parser + TypeScript React App (CRA). Use d4c-queue npm lib.
canvas dicom numpy nvm poetry pyenv pyodide python react typescript visualization webassembly
Last synced: 04 Nov 2024
https://github.com/kmario23/introduction-to-numpy-matplotlib-tensorflow
NumPy fundamentals for tensor computation; Matplotlib for data visualization
data-visualization linear-algebra matplotlib matplotlib-pyplot matplotlib-tutorial ndarray numpy numpy-exercises numpy-tutorial tensor
Last synced: 06 Nov 2024
https://github.com/bfortuner/machine-learning
Machine learning sabbatical study materials
data-science deep-learning jupyter-notebook machine-learning neural-network numpy pandas pytorch scikit-learn
Last synced: 08 Nov 2024
https://github.com/hbldh/b2ac
Python and C implementations of an ellipse fitting algorithm in double and fixed point precision.
ellipse-fitting fixed-point numpy python
Last synced: 08 Nov 2024
https://github.com/buemura/license-plate-recognition
Car Plate Recognition app using Python3 and cv2 library
car-plate-recognition cv2 numpy ocr pytesseract python
Last synced: 12 Nov 2024
https://github.com/jeinselen/vf-blenderpointarray
Generate point arrays for Geometry Nodes using cubic grid, golden angle (Fermat's spiral), poisson disc sampling, or import points from data sources in CSV, NPY, and VF (Unity 3D volume field) formats.
3d 3d-graphics blender blender-3d blender-addon blender-plugin blender3d csv data-graph data-import fermat-spiral geometry geometry-nodes graph graph-import npy numpy point-cloud poisson-disc-sampling poisson-distribution
Last synced: 08 Nov 2024
https://github.com/belval/naivecnn
A naive (very simple!) implementation of a convolutional neural network
convnet convolutional network neural numpy
Last synced: 14 Oct 2024
https://github.com/yokaze/pyscience11
C++11 wrapper for NumPy, SciPy and Matplotlib using pybind11
matplotlib numpy pybind11 python scipy
Last synced: 11 Oct 2024
https://github.com/hrolive/applications-of-ai-for-predictive-maintenance
Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomalies to failure conditions.
deep-learning keras lstm machine-learning numpy pandas predictive-maintenance python rapids time-series
Last synced: 09 Nov 2024
https://github.com/anselmoo/spectrafit
📊📈🔬 SpectraFit is a command-line and Jupyter-notebook tool for quick data-fitting based on the regular expression of distribution functions.
console-application curve-fitting data-analysis data-science fitting juypter-notebook numpy pandas python science science-research scientific-plotting spectral-analysis spectroscopy
Last synced: 27 Oct 2024
https://github.com/saranshbansal/data-science-with-python
Data science with Python: This repository mostly contains DataCamp data-science courses/exercises that I have completed.
data-analysis data-science datacamp-exercises numpy python
Last synced: 09 Nov 2024
https://github.com/alakise/audio-spectrogram
Generating sound spectrograms using short-time Fourier transform that can be used for purposes such as sound classification by machine learning algorithms.
audio-processing machine-learning matplotlib numpy python python3 scipy
Last synced: 08 Nov 2024
https://github.com/deepraj1729/tchatbot
A ChatBot framework to create customizable all purpose Chatbots using NLP, Tensorflow, Speech Recognition
artificial-intelligence chatbot-framework conda deep-learning framework git github machine-learning neural-networks nlp nltk numpy pip pypi python3 sklearn speech-recognition tensorflow virtual-environment
Last synced: 14 Oct 2024
https://github.com/michelemartone/pyrsb
PyRSB: a Python interface to the librsb Sparse Matrix library
cython feedback hpc librsb linear-algebra numpy openmp python-interface python3 scipy sparse-linear-systems sparse-matrix
Last synced: 14 Oct 2024
https://github.com/hscspring/llama.np
Inference Llama/Llama2 Modes in NumPy
llama llama2 llm llm-inference numpy
Last synced: 28 Oct 2024
