Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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.

https://github.com/tatevkaren/deep-learning-for-data-science

Deep Learning Case Studies with Tensorflow and Keras for Beginners-Advanced: ANN, CNN, RNN, Self-Organizing Maps, Boltzmann Machines, Stacked Autoencoders

ann artificial-intelligence artificial-neural-networks data-preprocessing data-science deep-learning ds keras modelling modelling-framework neural-networks numpy pandas python scikit-learn sklearn tensorflow

Last synced: 07 Dec 2024

https://gitlab.com/utopia-project/dantro

dantro is a python package for handling, transforming, and visualizing hierarchically organized data. Integrated into data-intensive projects, it supplies an easy way to define a customizable, configuration-based data processing pipeline. See [utopya](https://gitlab.com/utopia-project/utopya) for an example.

data processing pipeline h5py matplotlib numpy python utopia-project xarray yaml

Last synced: 30 Oct 2024

https://github.com/inspiaaa/quadtreeimagecompression

Powerful image compression algorithm based on quadtrees

binary compression image-compression image-processing numpy python quadtree scikit-image

Last synced: 13 Nov 2024

https://github.com/minnukota381/flask-ocr-app

A web application that allows users to upload an image and convert it to text using Optical Character Recognition (OCR) technology. This application supports user authentication and provides a user-friendly interface for image uploads and text extraction.

css3 easyocr flask gunicorn html5 javascript jinja2 ninja numpy ocr-python pillow-library scipy sqlite3 torch torchvision werkzeug

Last synced: 07 Nov 2024

https://github.com/kalyan4636/python-eering

PYTHON PROJECT WITH SOURCE CODE. the best Python project name is one that is descriptive, memorable, and fun for you to say. Don't be afraid to get creative and use emojis to make your project stand out! 📈

artificial-intelligence artificial-intelligence-algorithms data-science deep-learning django framework machine-learning machine-learning-algorithms numpy opencv opencv-python opensource pandas pil-tinker pillow python python-3 python-library python3

Last synced: 10 Nov 2024

https://github.com/codelionx/pyonlinesvr

Python-Wrapper for Francesco Parrella's OnlineSVR C++ implementation with scikit-learn-compatible interface.

cpp machine-learning numpy online onlinesvr python python3 scikit-learn streaming-algorithms svr

Last synced: 11 Oct 2024

https://github.com/marcuspainter/veclab

Swift Real/Complex Vector DSP Library

complex-numbers digital-signal-processing dsp fft matlab numpy swift

Last synced: 24 Oct 2024

https://github.com/vermavinay982/numpy-image-processing

Edge Detect, Histogram, Noise Removal, Bit Plane, Image Resize using NumPy and the matrix operations

computer-vision edge filter histogram image-processing noise numpy processing python

Last synced: 27 Oct 2024

https://github.com/kylebarron/pyflatbush

A Cython port of Flatbush for fast, static 2D spatial indexing

cython geospatial hilbert-curve numpy space-filling-curves spatial-index

Last synced: 02 Nov 2024

https://github.com/zenithclown/decompose

Principal Component Analysis (PCA) Algorithm was implemented to determine the Functional Age of the Power Transformer using Return Voltage Measurement (RVM). [submitted]

central-time-constant conference-paper curve-fitting dissipation-factor ieee initial-rate machine-learning matplotlib mysurucon numpy pandas principal-component-analysis recovery-voltage regression research-paper return-voltage scipy seaborn tan-delta transformer

Last synced: 28 Oct 2024

https://github.com/tencentarc/arcvis

Visualization of 3d and 2d components interactively.

3d numpy plotly pytorch visualization

Last synced: 05 Nov 2024

https://github.com/kaas3000/exercise-breast-cancer

Python feed-forward neural network to predict breast cancer. Trained using stochastic gradient descent in combination with backpropagation.

breast-cancer-prediction breast-cancer-wisconsin learning-exercise machine-learning numpy

Last synced: 20 Nov 2024

https://github.com/nsembleai/nsvision

nsvision is the image data pre and post processing and data augmentation library. It provides utilities for working with image data.

data-science docker image image-classification image-manipulation image-processing jupyter library normalization numpy object-detection opencv opencv-python pillow python python-3 python-library python3 reduce-image-dimensions split-data

Last synced: 11 Oct 2024

https://github.com/zgana/histlite

A somewhat "lite" histogram library

histograms matplotlib numpy plotting scipy statistics

Last synced: 07 Nov 2024

https://github.com/rec/wavemap

🌊 mmap massive audio files as numpy 🌊

audio-processing numpy wav

Last synced: 21 Dec 2024

https://github.com/davidbrochart/bundle

FPGA-accelerated array computing

fpga numpy python vhdl xilinx

Last synced: 11 Oct 2024

https://github.com/imharshag/django-based-blogging-site

Developed a robust blogging platform using Django, integrating responsive design principles to ensure optimal user experience across devices.

blogging-platform bootstrap django django-framework djangoadmin froala-editor html numpy pandas pillow python

Last synced: 17 Nov 2024

https://github.com/nomissbowling/pyob

Python PyObject wrapper for C++ matplotlib numpy wx etc

cplusplus cpp cpp-wrapper matplotlib numpy pyobject python python-cpp-wrapper wrapper wx wxpython

Last synced: 24 Nov 2024

https://github.com/nikoshet/new-york-city-taxi-fare-prediction-machine-learning

Project for course 'Machine Learning' for M.Sc. 'Data Science and Machine Learning' in NTUA

data-science keras-tensorflow machine-learning numpy pandas python

Last synced: 09 Nov 2024

https://github.com/alexeatscake/gigaanalysis

A toolbox for processing data that can be expressed as a dependent and independent variable.

condensed-matter-physics data-science matplotlib numpy physics scipy

Last synced: 07 Nov 2024

https://github.com/mgautam98/chitrapy

Mini Image Processing Library in Python with JIT Compiler for Fast computation.

hacktoberfest image-processing numba numpy python3

Last synced: 20 Oct 2024

https://github.com/dataship/python-dataship

Lightweight tools for reading, writing and storing data, locally and over the internet for python

column-store data-science machine-learning numpy pandas

Last synced: 20 Oct 2024

https://github.com/dthung1602/networkvisualization

A tool to visualize computer networks

igraph matplotlib network-visualization numpy pyqt5

Last synced: 09 Nov 2024

https://github.com/th-rpy/jackson_job_shop_scheduling

PyJackson:Implementation of a mathematical model in Python to solve an assignment problem in Job Shop environments. With its respective Gantt chart.

cookiecutter job-scheduler json-file numpy optimisation-algorithms oriented-object-programming python python-package reportlab

Last synced: 20 Oct 2024

https://github.com/terrence-ou/reinforcement-learning-2nd-edition-notes-codes

Notes and code implementations of examples and algorithms of the book Reinforcement Learning, 2nd Edition

numpy pytorch reinforcement-learning

Last synced: 08 Nov 2024

https://github.com/ys-sudo/image2sound

Image to Sound Converter Project - python desktop GUI app.

numpy pil pyaudio pyqt-gui pyqt5 pyqt5-desktop-application pyqtgraph python3 wave

Last synced: 08 Nov 2024

https://github.com/ashvardanian/tenpack

Fast Tensors Packaging library for text, image, video, and audio data compatible with PyTorch, TensorFlow, & NumPy 🖼️🎵🎥 ➡️ 🧠

clip laion multi-modal numpy parser pytorch simd tensor tensorflow transformer

Last synced: 28 Oct 2024

https://github.com/ggeop/binary-classification-ml

Machine Learning Project, build a Binary Classification Function in Python.

binary-classification jupyter-notebook numpy pandas python sklearn

Last synced: 06 Dec 2024

https://github.com/dan-mba/python-math-graph

FastAPI app using Bokeh & Numpy to graph simple functions

bokeh css fastapi html javascript jinja numpy python

Last synced: 09 Nov 2024

https://github.com/geoscienceaustralia/bal

Bushfire Attack Level Toolbox - An ESRI ArcGIS toolbox to calculate severity of exposure to bushfire attack

arctoolbox bushfire numpy python spatial-analysis

Last synced: 08 Nov 2024

https://github.com/surajv311/udemy_course_resources

List of course resources from my Udemy Course : "Numpy for Data Science" 2020

arrays data-science numpy numpy-tutorial python3 udemy udemy-course

Last synced: 19 Nov 2024

https://github.com/degencap777/plantai

This project is an approach to the development of plant disease recognition model, based on leaf image classification, by the use of deep convolutional networks. The developed model is able to recognize 38 different types of plant diseases out of of 14 different plants with the ability to distinguish plant leaves from their surroundings.

flask matplotlib numpy pandas pil torch torchvision tqdm

Last synced: 14 Nov 2024

https://github.com/ikergarcia1996/matrix-benchmark

A cupy (GPU) / numpy benchmark to measure how fast different hardware can perform matrix operations.

benchmark cuda cupy embedding gpu matrix numpy python word-embeddings

Last synced: 06 Dec 2024

https://github.com/ahmed-maher77/wind-turbine-power-prediction-app-using-machine-learning

"Wind Power Predictor" is a machine learning project that forecasts turbine output using real-time data from Turkish wind farms. Its web app interface offers convenient access to predictions, enabling informed decisions for maximizing energy production and advancing renewable energy usage.

ai catboost data-analysis data-science flask html-css-javascript javascript machine-learning matplotlib numpy pandas predictive-modeling pwa python sklearn web web-development wind wind-turbine

Last synced: 24 Nov 2024

https://github.com/kmr0877/realtime-object-tracking-using-opencv

Image segmentation, feature description and object tracking form the foundation of many successful applications of computer vision. The objective of this task is for you to become familiar with these techniques and their implementation in OpenCV.

contours cv2 feature-detection feature-extraction ffmpeg ffmpeg-wrapper grayscale-images imageio imageio-framework numpy numpy-arrays numpy-library object-detection object-tracking objectmapper opencv pylab python3 shutil video-processing

Last synced: 07 Nov 2024

https://github.com/omardelarosa/nes-ai

OpenAI Gym Agents for Nintendo ROMs

agent-based-modeling ai numpy openai-gym python tensorflow

Last synced: 07 Nov 2024

https://github.com/dnplab/dnplab

DNPLab - Bringing the power of Python to DNP-NMR Spectroscopy

dnp-spectroscopy epr epr-spectroscopy nmr nmr-spectroscopy numpy python

Last synced: 26 Nov 2024

https://github.com/anujdutt9/generative-adversarial-networks

Implementation of Ian Goodfellow's paper on "Generative Adversarial Networks (GAN)".

gan generative-adversarial-network ian-goodfellow numpy python-3-5 scipy tensorflow

Last synced: 22 Dec 2024

https://github.com/giacomogaglione/medical-thesis-notebooks

Collection of personal Python Notebooks for Medical Thesis Statistics

covid-19 jupyter-notebooks mann-whitney matplotlib medicine numpy pandas plotly python statistics

Last synced: 09 Nov 2024

https://github.com/princeofpuppers/wythoff-construct

Constructs and visualizes hyperdimensional polytopes created using Wythoff construction

geometry group-theory higher-dimensional kaleidoscope mayavi numpy polytope python scipy visualization wythoff-construct

Last synced: 14 Oct 2024

https://github.com/ncsu-high-powered-rocketry-club/airbrakesv2

A rewrite of Airbrakes aimed at being clean and concise.

aerospace-engineering msgspec numpy physics python rocket

Last synced: 13 Dec 2024

https://github.com/dimatura/pypcl

numpy-oriented, pybind11-based wrappers for a subset of PCL (point cloud library).

numpy pcl point-cloud pybind11 python

Last synced: 14 Nov 2024

https://github.com/yash-kavaiya/data-analytics-with-python-nptel

Repository for the NPTEL course 'Data Analytics with Python'. Includes code examples, notebooks, and exercises covering data manipulation, visualization, statistics, and machine learning with Python libraries like NumPy, Pandas, and Matplotlib.

matplotlib numpy pandas python

Last synced: 06 Nov 2024

https://github.com/ozlerhakan/ab-test

A repo that analyzes an A/B test result of an e-commerce website.

ab-testing hypothesis-testing logistic-regression numpy pandas

Last synced: 07 Nov 2024

https://github.com/hrishibawane/npjs-basic

A numpy-like npm package for mathematical array functions and manipulations for js

array-manipulations npm-package numpy

Last synced: 13 Oct 2024

https://github.com/philipyip1988/python-notebooks

Data-science tutorials covering Python, Object-Orientated Programming Python standard libraries such as collections, itertools, math, statistics, random and datetime. The tutorials also cover the data-science libraries such as numpy, pandas, matplotlib and seaborn as well as the conda ecosystem.

anaconda anaconda-environment conda data-science jupyterlab math matplotlib numpy pandas python python3 seaborn statistics

Last synced: 07 Dec 2024

https://github.com/jayantgoel001/credit-card-fraud-detection

Fraud detection is a binary classification problem in which the transactions data is analyzed and classified in “legitimate” or “fraudulent”

autoencoder jupyter matplotlib numpy python sklearn

Last synced: 12 Nov 2024

https://github.com/jayantgoel001/basic-webmap

Basic Web Map using Folium to plot volcanoes and US cities population.

folium numpy pandas webmap

Last synced: 12 Nov 2024

https://github.com/celalaygar/car-counting-with-python

Car counting with python and Opencv, (Python ve Opencv ile Araç sayma işlemi )

cv2 numpy opencv python

Last synced: 11 Oct 2024

https://github.com/xatmassacre/compose_nba_trading_cards

use python to compose NBA trading cards

nba numpy pillow python

Last synced: 07 Dec 2024

https://github.com/dtcooper/python-dispmanx

Python Wrapper for the Raspberry Pi's Dispmanx API

ctypes dispmanx numpy pillow pycairo pygame python raspberry-pi

Last synced: 30 Oct 2024

https://github.com/gjjvdburg/numpy_c_extension

Skeleton Python Package for linking a C/C++ library as a NumPy Extension

c c-library cpp extension linking numpy python python-numpy python-wrapper skeleton

Last synced: 11 Oct 2024

https://github.com/perimosocordiae/sparray

Sparse arrays for Python

numpy python sparse

Last synced: 27 Oct 2024

https://github.com/sahq-azhar/python-image_processing

Image Processing using Python. Main libraries involved OpenCV, Numpy, RPI.

image-processing imageprocessing numpy open-source opencv python python-library python2 python3 raspberry-pi

Last synced: 16 Nov 2024

https://github.com/eticialima/recognitionfacial

TCC2020 - Facial Recognition Access Control System. Updated official version.

interface-design kivy kivy-application kivy-framework numpy opencv python raspberry-pi-4 raspberry-pi-camera

Last synced: 11 Oct 2024

https://github.com/milesgranger/lumber-jack

High performance & light weight alternative to Pandas with ML focused tooling. (Work in progress x100!)

cython data-mining dataframe datamanipulation datascience numpy pandas python python3 rust series

Last synced: 11 Oct 2024

https://github.com/jincheng9/python-tutorial

Python tutorial，量化交易，涵盖基础、中级和高级教程

data data-analysis-python data-analyst data-science django flask numpy pandas python quant quant-dev tutorial

Last synced: 17 Nov 2024

https://github.com/dinhanhx/dsp-py-lib

A library written in Python for Digital Signal Processing.

dsp matplotlib numpy python3 scipy

Last synced: 14 Oct 2024

https://github.com/bydevmar/bydevmar__youtube

Your one-stop repository for BYDEVMAR's educational content. Access exam corrections, practical work, tutorials, and courses to boost your understanding. Subscribe to BYDEVMAR on YouTube for in-depth learning.

cplusplus csharp git github java javascript matplotlib mongodb mysql numpy oracle php postgresql python pytorch scikit-learn seaborn sqlite tensorflow

Last synced: 17 Nov 2024

https://github.com/ulf1/numpy-fracdiff

Fractional differentiation as numpy function

differences differentiation fractional fractional-differencing numpy

Last synced: 11 Oct 2024

https://github.com/strcoder4007/covid-19-deep-learning

Detecting COVID-19 using X-ray Images, CT Scans and Deep Learning

kaggle-xray-dataset keras numpy sklearn tensorflow

Last synced: 12 Nov 2024

https://github.com/lokeshh/numru

NumPy for RUby = NumRu

hacktoberfest numpy python ruby

Last synced: 03 Dec 2024

https://github.com/trainingbypackt/data-science-projects-with-python-elearning

A case study approach to successful data science projects using Python pandas and scikit learn

beautifulsoup datascience matplotlib numpy pandas python scipy

Last synced: 14 Nov 2024

https://github.com/zeta611/cycloidgen

Draws cycloids on parametrized curves

cycloid cycloidal geometry math matplotlib numpy python

Last synced: 06 Dec 2024

https://github.com/kecnry/distl

Simplified and Condensed Distributions

distributions numpy python

Last synced: 14 Oct 2024

https://github.com/smoren/molecular-python3

Virtual chemistry simulation in 2D based on numpy and numba.

animation canvas molecular-simulation numba numpy parallel-computing

Last synced: 28 Nov 2024

https://github.com/yaricom/english-article-correction

The experiment with applying NLP to correction of definite/indefinite articles in English text corpus

data-analysis glove-vectors nlp nlp-machine-learning numpy pandas scikit-learn umbc-webbase-corpus

Last synced: 05 Nov 2024

https://github.com/mdaiyub/diabetes-prediction

Diabetes mellitus, commonly known as diabetes is a metabolic disease that causes high blood sugar. The hormone insulin moves sugar from the blood into your cells to be stored or used for energy. With diabetes, your body either doesn’t make enough insulin or can’t effectively use its insulin.

decisiontreeclassifier extratreesclassifier gradientboostingclassifier logisticregression logisticregressioncv machine-learning numpy pandas randomforestregressor seaborn svc xgboost

Last synced: 17 Nov 2024

https://github.com/shreyansh26/pyscript-flask-integration-poc

A quick PoC demonstrating how PyScript can be used with Flask to handle variables and dataframes and display analytics over them through plots.

flask matplotlib numpy pandas pyscript

Last synced: 14 Nov 2024

https://github.com/matt-graham/symnum

Symbolically construct NumPy functions and their derivatives

derivatives numpy sympy

Last synced: 08 Nov 2024

https://github.com/amirsmart/simple-word-search-ai

this is a solver bot(ai) for simple word search game using python opencv(cv2) and numpy

ai game numpy opencv opencv-python python python2 python3 scipy

Last synced: 18 Oct 2024

https://github.com/erikdelange/neural-networks-in-numpy

How to define, train and use a neural network using only numpy.

machine-learning numpy python

Last synced: 16 Nov 2024

https://github.com/dilkushsingh/data-science

I shall be uploading all the notebooks and learning material in this repo for Data Science.

matplotlib numpy pandas plotly python seaborn

Last synced: 08 Nov 2024

NumPy Awesome Lists
awesome-jax 189 awesome-ebooks 106 awesome-mojo-max-mlir 183 awesome-numpy 32 practice-numpy-programming-courses 35
NumPy Categories
Blogs 130 Libraries 89 Summary 52 Videos 47 Models and Projects 45 Machine Learning 39 More Courses 32 Tutorials and Blog Posts 24 Web 21 Programming Language 20 Scientific Computation 17 Performance Benchmark 16 Community 13 Data Structure and Algorithm 12 Other 11 GPU Programming 8 Database 8 Materials 7 Ecosystem 6 Artificial Intelligence 6