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: 2025-01-25 00:20:31 UTC
- JSON Representation
https://github.com/ginberg/boston_housing
Predicting house prices in Boston with python/scikit-learn
jupyter-notebook machine-learning-algorithms numpy predicting-housing-prices python scipy
Last synced: 22 Jan 2025
https://github.com/n8henrie/simplenet
A simple neural network in Python
machine-learning neural-network numpy pythonista
Last synced: 11 Oct 2024
https://github.com/guocuimi/minitf
Simplified version of Tensorflow for learning purposes.
autodiff backpropagation deep-learning gradients neural-networks numpy python tensorflow
Last synced: 01 Jan 2025
https://github.com/vinicius999/icu-beds-forecast-covid-19-brazil
Predição do percentual de ocupação de leitos de UTI no Brasil devido a pandemia do COVID-19 tendo como base a evolução da vacinação, usando Support Vector Regression (SVR)
covid-19 gridsearch-tuning matplotlib numpy pandas plotly python sklearn support-vector-regression
Last synced: 13 Nov 2024
https://github.com/jintao-huang/leetcode-cpp
jintao的cpp库: leetcode, mini_stl, ml.
algorithm cpp cpp17 data-structure leetcode machine-learning mini-stl numpy stl
Last synced: 21 Jan 2025
https://github.com/g0r0kh/hh_api_app
labour market metrics app
api flet flutter json matplotlib numpy pandas
Last synced: 09 Oct 2024
https://github.com/avinashkranjan/mask-detector
Part of 🚀 SunsOutHacksOut Hackathon 😷 Mask-Detector
covid-19 machine-learning mask-detector numpy python3 sunsouthacksout tensorflow2
Last synced: 25 Oct 2024
https://github.com/AlbertSuarez/which-dog-are-you
🐶 Dog and face person matcher based on image similarity
dog hackathon nmslib numpy python similarity tensorflow
Last synced: 26 Oct 2024
https://github.com/bhattbhavesh91/gradient-descent-numpy-example
Gradient Descent Algorithm Implementation using NumPy
gradient-descent gradient-descent-algorithm linear-regression numpy
Last synced: 16 Nov 2024
https://github.com/mayukhdeb/gradient-games
mostly contains scratchy numpy code to build and train basic neural networks. You might also find a few experiments on torch.
Last synced: 20 Dec 2024
https://github.com/wtcpython/funcdrawer
一个简单，易上手的绘图软件
numpy pyqtgraph pyside6 python
Last synced: 14 Jan 2025
https://github.com/bhavik-jikadara/car-price-prediction
Car price prediction system to effectively determine the worthiness of the car using a variety of features.
car-price-prediction carpriceprediction dataset machinelearning numpy pandas
Last synced: 18 Jan 2025
https://github.com/aidarkhaibulov/pendulum-art
Computer graphics artwork. It's raster graphics pendulum-balls implemented by using NURBS curves.
computergraphics matplotlib numpy nurbs-curves
Last synced: 22 Jan 2025
https://github.com/aidarkhaibulov/teapot-art
Computer graphics artwork. It's raster graphics teapot which implemented by using Bresenham's algorithm to draw the lines between points.
bresenham-algorithm computergraphics matplotlib numpy
Last synced: 22 Jan 2025
https://github.com/shreyamalogi/personalized-travel-planning-system
"Personalized Travel Planning System," uses a graphical user interface (GUI) to help users plan personalized travel experiences. It recommends tourist destinations based on user preferences and provides information about nearby places.
knn-algorithm machine-learning-algorithms matplotlib numpy pandas python scikit-learn tkinter-gui
Last synced: 09 Dec 2024
https://github.com/ksasi/machine-learning-capstone-project
Machine Learning Capstone Project - Udacity MLND(State Farm Distracted Driver Detection)
cnn-classification computer-vision deep-learning deep-neural-networks keras keras-tensorflow machine-learning-capstone numpy python3 sklearn udacity-mlnd
Last synced: 07 Jan 2025
https://github.com/hexdecimal/raywizard
A game submitted to the 2021 7DRL. You play as a wizard with magical abilities which can alter the terrain around you.
7drl 7drl2021 itchio libtcod numpy python-3 python-tcod roguelike-game
Last synced: 19 Nov 2024
https://github.com/sb-child/spectrum-analyzer
a simple spectrum analyzer (audio visualizer) using python and esp8266
arduino audio esp8266 fft fft-analysis led numpy platformio python spectrum u8g2 visualizer
Last synced: 13 Nov 2024
https://github.com/prakharjadaun/ml-learn-with-me
Learn Machine learning and its different algorithms with me. In this repo, I upload well explained ml algorithms and topics related to statistics.
backpropagation data-visualization keras-neural-networks learn-with-me machine-learning numpy seaborn
Last synced: 18 Jan 2025
https://github.com/mathiasotnes/back-propagation
Neural network framework. The back-propagation algorithm is implemented with numpy, and the package supports basic activation functions, loss functions and neural architectures.
back-propagation deep-learning neural-network numpy
Last synced: 18 Dec 2024
https://github.com/zang-langyan/autolik
Provide the automatic differentiation for Likelihood maximization routine
automatic-differentiation distributions loglikelihood maximum-likelihood numpy python
Last synced: 06 Dec 2024
https://github.com/simoesleticia/numpy-studies
Explorando e aprimorando habilidades em NumPy
numpy numpy-tutorial python studies
Last synced: 16 Nov 2024
https://github.com/punitgr/hackerrank
Solutions to Hackerrank problems
algorithms bash data-structures hackerank hackerrank-solutions numpy python
Last synced: 06 Dec 2024
https://github.com/eddieantonio/fast-sp
Benchmarking C, Python, and Rust on the "sp" problem
benchmarking numpy python rust simd
Last synced: 20 Jan 2025
https://github.com/bemwamalak/mathsolver
A math solver project made for mathematics course at Cairo University.
linear-algebra numpy python sympy
Last synced: 13 Nov 2024
https://github.com/yashika-malhotra/exploratory-data-analysis-for-multinational-retail-corporation
Analysis via CLT and Visualization on Multinational Retail Corporation's data to provide insights and recommendations to improve their userbase.
colab-notebook data jupyter-notebook matplotlib numpy pandas python seaborn stats
Last synced: 14 Nov 2024
https://github.com/farid-karimi/digit-recognizer
Digit Recognizer Neural Network
digit-recognizer matplotlib mnist neural-network numpy pandas
Last synced: 17 Jan 2025
https://github.com/bhattbhavesh91/self-attention-python
This repository will guide you to implement a simple self-attention mechanism using the Python's NumPy library
attention-mechanism numpy python self-attention self-attention-implementation
Last synced: 16 Nov 2024
https://github.com/wesdoyle/deep-learning-book-notes
My notes from the Deep Learning book by Goodfellow, Bengio, and Courville. (WIP)
deep-learning linear-algebra machine-learning numpy
Last synced: 29 Nov 2024
https://github.com/yanorei32/savacs
Senior Assisting Video & Audio Communication System
docker gtk kicad mariadb microchip-pic numpy opencv php raspberry-pi requests
Last synced: 21 Dec 2024
https://github.com/dr-noob/qr_reader
QR code reader using OpenCV and pyzbar
computer-vision numpy opencv pyzbar qrcode
Last synced: 05 Dec 2024
https://github.com/clementreiffers/maze-creator
a maze generator made in python
matplotlib maze maze-generator numpy python python3
Last synced: 17 Dec 2024
https://github.com/burhanahmed1/twitter-sentiment-analysis-using-pyspark
This repository contains a project that demonstrates how to perform sentiment analysis on Twitter data using Apache Spark, including data preprocessing, feature engineering, model training, and evaluation.
apache-spark batch-gradient-descent kmeans-clustering knearest-neighbor-classification machine-learning matplotlib nltk-python numpy pandas pyspark python schotastic-gradient-descent seaborn sentiment-analysis textblob-sentiment-analysis
Last synced: 12 Oct 2024
https://github.com/danielpuentee/outdpik
The fundamental toolkit for outliers search and visualization. It aims to be the fundamental high-level package for this purpose.
data-analysis matplotlib numpy python
Last synced: 17 Dec 2024
https://github.com/samyak2/numpytorch
Simple neural network implementation in numpy with a PyTorch-like API
deep-learning neural-network numpy pytorch
Last synced: 10 Jan 2025
https://github.com/microfluidica/normaldistrib
Symmetric and asymmetric normal distributions in Python
normal-distribution numpy python scipy
Last synced: 23 Nov 2024
https://github.com/brightway-lca/matrix_utils
Utilities to build and iterate on matrices using datapackages
Last synced: 13 Oct 2024
https://github.com/hritik5102/numpy-for-beginners
NumPy is a Python library that is the core library for scientific computing in Python.
numpy numpy-arrays numpy-basic numpy-exercises numpy-for-beginners numpy-trick numpy-tutorial
Last synced: 12 Dec 2024
https://github.com/hameerabbasi/sparse-ndarray-protocols
Proposed protocols for sparse ndarray implementations in Python/SciPy
numpy python scipy sparse-matrix
Last synced: 05 Dec 2024
https://github.com/ivorforce/python-arrayclass
A python class decorator similar to dataclass that uses a contiguous numpy array to store values.
Last synced: 14 Oct 2024
https://github.com/machphy/python_programming_
Here is all python program , For beginner to supper , for machine learning and As a best language for me "python"
filehandling function list modules multithreading numpy oops-in-python os python-data-analysis thinker tuples
Last synced: 13 Nov 2024
https://github.com/huangyxi/aprint
A Python printing package for those who don't care about the actual elements of array-like data but the types and shapes within a complex data structure
machine-learning machine-learning-library numpy pretty pretty-print print pytorch
Last synced: 12 Dec 2024
https://github.com/omkarpattnaik8080/credit-card-fault-detection-system
"Developing a credit card fraud detection system using machine learning techniques to identify and prevent fraudulent transactions, ensuring the security and integrity of financial transactions for users and businesses."
aws data-science machine-learning matplotlib numpy pandas statistics
Last synced: 14 Nov 2024
https://github.com/pulkin/curious
Parallel sampling of multidimensional functions
integration numerical-optimization numpy python sampling scipy
Last synced: 12 Dec 2024
https://github.com/minaskar/sinflow
Sliced Iterative Normalizing Flow with Minimal Dependencies
density-estimation machine-learning normalizing-flow normalizing-flows numpy sampling scikit-learn scipy spline splines
Last synced: 01 Dec 2024
https://github.com/raravindds/auto_fe
Auto Feature Engineering
mahinelearning numpy pandas python sklearn
Last synced: 14 Oct 2024
https://github.com/matx64/rs-cvbot
Old School Runescape (MMORPG) Bot created using OpenCV (template matching) for object identification
Last synced: 17 Dec 2024
https://github.com/tambeta/juice
Terrain generator + a simple top-down scrolling engine skeleton
numpy opengl pyglet python python3 scipy terrain terrain-generation top-down
Last synced: 16 Jan 2025
https://github.com/azogue/rpi_docker_base
Docker container for RPI3 SaaS development, with Python 3.6.6, Numpy, Pandas and Scipy installed
docker-image numpy pandas python-3-6 scipy
Last synced: 11 Dec 2024
https://github.com/ndom91/newtelco-powercompare
🔋 Internal Datacenter Power Usage Comparison Tool
hacktoberfest mysql netbox numpy pandas postgresql python
Last synced: 12 Jan 2025
https://github.com/crispengari/keras-api
💎 Introduction to Keras API and TensorFlow for Researchers
ai deep-learning jupyter-notebook keras machine-learning matplotlib numpy python scikit-learn tensorflow
Last synced: 16 Dec 2024
https://github.com/regalk13/facial-recognition
Python Facial Recognition using Opencv and numpy.
numpy opencv-python python recognition-face
Last synced: 06 Jan 2025
https://github.com/akash-rajak/image-editor
Python Script for editing image.
cv2 image-editor numpy os python3 random tkinter
Last synced: 05 Dec 2024
https://github.com/fuzailpalnak/stitchnsplit
A library to Stitch and Split Geo Reference as well as Non Geo Reference Data
geographical-information-system georeferenced-data geospatial-data gis grid merge mesh mesh-generation mesh-processing meshes numpy overlapping-windows python rasterio split stitch
Last synced: 16 Jan 2025
https://github.com/andreypomortsev/yndx-python-handbook
100% test-covered solutions for the Yandex Python Basics tasks with configured CI
algorithms ci coverage discrete-mathematics flake8 github-actions math numpy pandas poetry pytest python3 requests
Last synced: 10 Nov 2024
https://github.com/miteshputhran/nyc-vehicle-collision-analysis
Used vehicle collision data from NYC Open Data to analyse various factors for collisions, identifying the vehicle type involved in the crashes and using weather dataset to identify how snowfall and precipitation had caused increase in collisons
collision csv folder-structure json matplotlib newyork numpy nyc pandas python vehicles
Last synced: 04 Dec 2024
https://github.com/farahibrar/programming-in-python
Explore a comprehensive collection of Python programming for diverse data analysis and data science projects. This repository covers data exploration, visualization, statistical analysis, machine learning, NLP, and model deployment. Perfect for enthusiasts looking to delve into practical examples and advanced techniques.
beautifulsoup dataanalysis docker flask folium jupyter-notebook machine-learning matplotlib nltk numpy pandas python pytorch scikit-learn scikitlearn scipy seaborn spacy statsmodels tensorflow
Last synced: 06 Dec 2024
https://github.com/jesussantana/ibm-data-analysis-with-python-da0101en
This course will take you from the basics of Python to exploring many different types of data.
anova correlation data-analysis model-evaluation numpy pandas prepare-data python regression-models statistics
Last synced: 12 Nov 2024
https://github.com/itc-water-resources/shxarray
Extension to xarray providing functionality to work with spherical harmonic datasets
geodesy gravimetry numpy satellite xarray
Last synced: 23 Nov 2024
https://github.com/thoduv/pyradar5
Python wrapper for the RADAR5 DDE integrator
differential-equations mathematics numerical-methods numpy physics-simulation python
Last synced: 17 Jan 2025
https://github.com/stanczakdominik/stochastic-resonance
LabSpec: rezonans stochastyczny
fft matplotlib numpy power-spectrum resonance stochastic-processes
Last synced: 31 Dec 2024
https://github.com/ranjan2104/gesture-volume-control-opencv
Gesture Control to change the volume of a computer. We first look into hand tracking and then we will use the hand landmarks to find gesture of our hand to change the volume. This project is module based which means we will be using a previously created hand module which makes the hand tracking very easy.
comtypes ctypes handtrackingmodule math mediapipe-hands numpy opencv python3 time
Last synced: 11 Nov 2024
https://github.com/gahogg/machine-learning-pokemon
This program uses genetic algorithms and artificial intelligence to build the best Pokemon team.
genetic-algorithm machine-learning numpy python
Last synced: 24 Jan 2025
https://github.com/danijar/teleport
Efficiently send large arrays across machines
array distributed multiprocessing numpy python server socket
Last synced: 14 Oct 2024
https://github.com/parneet-sandhu/virtual-try-on
This project uses OpenCV, Mediapipe, and NumPy to create an interactive virtual try-on experience. The application overlays a virtual accessory (e.g., glasses) onto the user's face using webcam input and allows users to control the brightness of the camera feed and capture screenshots using hand gestures.
computer-vision mediapipe numpy opencv python tkinter
Last synced: 26 Jan 2025
https://github.com/louis-finegan/lorenz-attractors-pygame-python3
Chaos Equations (Lorenz Attractors) in python3 using the pygame, scipy and numpy libaries.
chaos-equations lorenz-attractor numpy pygame python python3 scipy
Last synced: 06 Dec 2024
https://github.com/jwillikers/detectionator
A Raspberry Pi camera for taking pictures using object detection.
camera computer-vision gps numpy object-detection opencv python raspberry-pi tensorflow tensorflow-lite
Last synced: 08 Nov 2024
https://github.com/chairchandler/computer-tomography-simulation
Computer Tomography simulation using radon transform.
computed-tomography computer-tomograpy ct dicom medical-informatics numpy pydicom pyside2 python python-3 python-3-6 radon-transform simulation sinogram sinogram-viewer skimage tomography-simulation
Last synced: 24 Jan 2025
https://github.com/winston-dsouza/movie-recommender-system
Machine Learning for movie suggestion
genre kmeans-clustering machine-learning matplotlib movie-recommendation numpy pandas python python3 random-forest ratings recommender-system scikit-learn
Last synced: 15 Jan 2025
https://github.com/harveyrdonnelly/maclaurin-series-models
A library of interactive Maclaurin Series Mathematical Models written in Python, including trigonometric and exponential functions.
maclaurin-series mathematical-modelling mathematics mathematics-education matplotlib numpy python python3 seaborn
Last synced: 19 Dec 2024
https://github.com/rajanmandanka07/face-recognition
This Face Recognition System allows adding new faces, training a classifier, and real-time face recognition using a webcam. Built with Python and OpenCV.
classifier-training face-recognition haar-cascade-classifier image-processing lbph-face-recognizer numpy opencv-python pillow
Last synced: 08 Jan 2025
https://github.com/real0x0a1/objectdetection
Real-time Object Detection using YOLOv
Last synced: 13 Jan 2025
https://github.com/abhishekmali21/human-skin-detection-using-different-color-spaces
Designed and Created a Human Skin Detection Model to identify skin present in an image using color spaces such as RGB, HSV & YCbCr in achieving higher accuracy.
color-space easygui flask flask-cors hsv image-processing mask-image numpy opencv rgb skin-detection tkinter webbrowser ycbcr
Last synced: 05 Nov 2024
https://github.com/ankitdhall/convolutionneuralnetwork
CNN implemented using Numpy in Python
cnn convolutional-neural-networks neural-network numpy python
Last synced: 02 Dec 2024
https://github.com/jpcadena/classification-tweets-national-security-ecuador
Classification of Tweets about national security at Ecuador 2022
classification classification-model data-analysis data-science ecuador insecurity machine-learning natural-language-processing nlp nltk numpy pandas python pytorch scikit-learn snscrape supervised-learning tensorflow tweet twitter
Last synced: 15 Jan 2025
https://github.com/udityamerit/breast-cancer-prediction-using-different-ml-models
The `all_MLpackage` is a Python tool for breast cancer detection using scikit-learn's machine learning algorithms. It automates model training, generates accuracy comparisons, and helps identify the best-performing algorithm for diagnosis.
classification knn-algorithm logistic-regression machine-learning numpy pandas scikit-learn svm-model
Last synced: 15 Dec 2024
https://github.com/psmths/bigram-file-analysis
Proof of concept that leverages machine learning to classify files based on their bigram frequency distributions.
bigrams file-analysis jupyter-notebook machine-learning matplotlib numpy python
Last synced: 17 Jan 2025
https://github.com/mongoexpuser/geological-image-classification-dnn
Geological Image Classification with Deep Feed-Forward Neural Network
keras matplotlib numpy pandas python scikit-image tensorflow
Last synced: 28 Nov 2024
https://github.com/grachale/orb_detector
The implementation of part of the ORB (Oriented FAST and Rotated BRIEF) pipeline. The ORB consists of the feature detector and feature descriptor that detect and describe reproducible and discriminative regions in an image. Those, in turn, can be matched between pairs of images for correspondence search, 3D reconstruction, and so on.
image-processing keypoints-detector numpy orb python
Last synced: 13 Jan 2025
https://github.com/nomonosound/numpy-rms
Calculate RMS swiftly (SIMD-accelerated)
arm-neon c float32 numpy numpy-library python simd x86-64
Last synced: 15 Dec 2024
https://github.com/aaaastark/hybrid-model-with-cnn-lstm-python
Hybrid Model with CNN and LSTM for VMD dataset using Python
cnn-architecture cnn-classification cnn-keras cnn-lstm-models cnn-model data-science deep-learning hybrid-model keras lstm-model lstm-neural-network machine-learning matplotlib numpy pandas python sklearn tensorflow vmd
Last synced: 15 Jan 2025
https://github.com/tushar365/bike-sharing-rental-prediction
Predict Bike🚲 Rentals with Weather! This project uses regression to predict hourly bike rentals by combining historical usage data with weather information. It helps bike-sharing companies optimize resources and improve user experience.
data-science decision-trees knn-regression linear-regression machine-learning matplotlib-pyplot numpy pandas seaborn
Last synced: 03 Dec 2024
https://github.com/spenceypantsy1/mnist-neural-network-with-numpy
A neural network built from scratch using NumPy to classify MNIST handwriting data. Focused on understanding the mathematics and algorithms behind deep learning.
backpropagation deep-learning image-classification machine-learning mathematics mnist neural-networks numpy python
Last synced: 28 Nov 2024
https://github.com/trainingbypackt/data-wrangling-with-python-elearning
Creating actionable data from raw sources
beautifulsoup4 data-science data-wrangling matplotlib numpy pandas python web-scraping
Last synced: 14 Nov 2024
https://github.com/prabhupavitra/numpy-guide-for-data-science
A Hands-On NumPy Tutorial for Data Scientists
aggregations data-science fancyindexing jupyter-notebook numpy numpy-tutorial python python3 sorting vectorized-computation
Last synced: 26 Jan 2025
https://github.com/dlr-eoc/ukis_sat2h5
Convert geospatial satellite images to H5 arrays and back keeping the spatial extent.
array dask deep-learning geospatial hdf5 numpy python python3 raster satellite-imagery tiff
Last synced: 24 Jan 2025
https://github.com/florianwoelki/neural-network-weed-detection
This repository contains a custom made neural network which will classify weed.
classification images multiclass-classification multiclass-neural-network neural-network numpy python3
Last synced: 29 Nov 2024
https://github.com/princebanerjee04/darpansur
"Darpan-Sur" application, your personalized music recommendation platform designed to cater to your emotions. “Darpan-Sur” uses advanced AI algorithms to curate playlists that perfectly match your current mood, making every song a reflection of how you feel. Say goodbye to generic playlists and embrace the power of emotion in your music experience.
cv2 keras mediapipe numpy python tkinter
Last synced: 27 Nov 2024
https://github.com/tritonix711/ai-content-verifier
AI Content Verifier is a tool that finds out if text is written by AI or humans. It uses machine learning and natural language processing to give clear results and confidence scores. With an easy-to-use interface, it helps everyone from researchers to content creators check if the content is real or not.
git machine-learning nlp nltk numpy pandas python scikit-learn spacy tkinter
Last synced: 09 Jan 2025
https://github.com/muzammil-13/mimlrepo
Data Analysis using Python Machine Learning Libraries
data-analysis data-science machine-learning numpy pandas python python-library
Last synced: 16 Jan 2025
https://github.com/aman9026/custom-filters
Simple guide with code snippets for creating Custom-Filters by Image-Processing
digital-image-processing filter filters guide image-processing mlops numpy numpy-arrays opencv python3 tutorial tutorial-code
Last synced: 15 Dec 2024
https://github.com/efecanxrd/simple-cartoonize-image
Cartoonizing images with simple way.
cartography cartoon cartoonization cartoonize cartoonizer numpy scipy
Last synced: 15 Jan 2025
https://github.com/aliosmankaya/DataScienceProjects
This repository for my Data Science, Machine Learning and Deep Learning projects. I want to share my work on this areas.
breast-cancer-wisconsin chest-xray classification data-science deep-learning imagedatagenerator insurance kaggle keras machine-learning matplotlib-pyplot numpy pandas python regression seaborn tensorflow tensorflow2 titanic-kaggle
Last synced: 27 Nov 2024
https://github.com/gill-singh-a/rocket-simulator
Simulates the Flight of a Rocket by plotting its Altitude, Vertical Velocity, Vertical Acceleration and Vertical Forces acted upon the Rocket vs Time.
math matplotlib numpy physics python python3 rocket rocket-simulation rocket-simulator simulation simulator sympy
Last synced: 04 Jan 2025
https://github.com/vidhi1290/lung-cancer-detection-app
🔍 Discover the future of healthcare with our Lung Cancer Detection Project. Using advanced machine learning techniques, we've achieved 92% accuracy in identifying lung cancer. Join us at the forefront of medical AI. 👩⚕️🌟 #AIHealthcare #LungCancerDetection
artificial-intelligence cancer-detection datascience datascience-machinelearning kaggle lungcancer machine-learning machine-learning-algorithms numpy pandas python randomforest
Last synced: 08 Dec 2024
