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: 2026-06-26 00:18:09 UTC
- JSON Representation
https://github.com/betiniakarandut/portfolio-project
Sukkar and Cornell Integral Approach to Estimate Static Bottom Hole Pressure(SBHP)
Last synced: 09 May 2026
https://github.com/vadimkantorov/fasttsv
TSV parser for Python in pure vectorized NumPy code
numpy parsing simd tsv vectorized-code
Last synced: 09 May 2026
https://github.com/alexgustafsson/word-frequencies
Data and tools to compile word frequencies, trigrams and more for use with NLP, spelling correction etc.
language nlp nltk numpy python python3 sklearn spelling-correction trigram
Last synced: 10 May 2026
https://github.com/tim-w-james/python-data-reference-code
Python reference code for data visualization, machine learning and SQL
data-science jupyter-lab numpy python
Last synced: 10 May 2026
https://github.com/alphacrypto246/air-quality-prediction
The Air Pollution Prediction project forecasts pollution levels using the Air Quality UCI dataset, including variables like CO, NOx, temperature, and humidity. It analyzes temporal and environmental factors to predict air quality trends.
machine-learning numpy pandas scikitlearn-machine-learning sckiit-learn
Last synced: 10 May 2026
https://github.com/1adityakadam/computer-vision-approach-for-quality-inspection-of-steel-sheets
Machine Learning and Computer Vision project improves steel defect inspection using computer vision. A segmentation technique partitions steel sheet images into regions, enabling better defect analysis. U-Net is used for segmentation, and MobileNetV2 for classification. Performance is evaluated with the Dice Coefficient.
computer-vision machine-learning numpy pandas unet-image-segmentation
Last synced: 10 May 2026
https://github.com/686f6c61/numeros-primos-gemelos
Este proyecto permite generar y visualizar números primos gemelos de diferentes formas para ayudar a comprender sus patrones y distribución. Incluye múltiples visualizaciones y análisis estadísticos avanzados.
Last synced: 10 May 2026
https://github.com/sahaavi/color-detection
Colour detection is the process of detecting the name of any color. Well, for humans this is an extremely easy task but for computers, it is not straightforward. Human eyes and brains work together to translate light into color. Light receptors that are present in our eyes transmit the signal to the brain. Our brain then recognizes the color. Since childhood, we have mapped certain lights with their color names. We will be using the somewhat same strategy to detect color names.
color-detection color-detector numpy opencv-python pandas
Last synced: 10 May 2026
https://github.com/isratafrin826/linear-regression-ml-algorithm
googlecolab matplotlib-pyplot numpy pandas
Last synced: 10 May 2026
https://github.com/dzakarias/waves
Fun with the sine function inspired by Chladni plates
Last synced: 10 May 2026
https://github.com/prateekrajsrivastav/question-answering-model
This project is an NLP-based Question-Answering System that leverages machine learning and natural language processing techniques to provide answers to user queries based on a given context or dataset. The system processes textual input, extracts meaningful insights, and returns relevant answers to the user's question.
huggingface-transformers matplotlib nltk numpy pandas seaborn spacy
Last synced: 10 May 2026
https://github.com/esoltys/climate_data_viz
FastAPI-based web application that fetches and visualizes climate data from the Copernicus Climate Data Store (CDS).
apache-echarts copernicus-climate-data-store fastapi numpy
Last synced: 10 May 2026
https://github.com/shibam120302/all_about_python
Here I upload python from basic to advance ,oops in python, dsa using python system design, numpy, pandas, data science, ML also. Follow @shibam120302 and star this repo.
numpy numpy-arrays oops-in-python pandas python python-dsa python-library python3 system-design tabula
Last synced: 10 May 2026
https://github.com/mahmood-anaam/grid-world-value-iteration
An implementation of the Value Iteration algorithm for solving the Grid World problem. This project provides a function to compute the optimal value function for a grid-based environment where a robot navigates to maximize rewards while avoiding penalties.
dynamic-programming grid-world numpy optimization-problem python value-iteration-algorithm
Last synced: 10 May 2026
https://github.com/m1-elmasry/quickmark
Efficient OMR software designed for quick and precise grading of bubble sheet exams.
bubble-sheet image-processing numpy opencv python
Last synced: 10 May 2026
https://github.com/anshpg/exploring-ipl-rivalries-an-analysis-of-matches-from-2008-to-2022
In this project, I delved into an extensive analysis of IPL matches spanning from 2008 to 2022, utilizing a dataset sourced from Kaggle.com. My aim for this IPL season was to explore something novel, steering away from conventional analyses.
csv-files ipl kaggle-dataset matplotlib numpy pandas
Last synced: 10 May 2026
https://github.com/sahil210695/convolution-evolution
This is to see how a kernel will convolve over an image and what will be its output after convolution
cnn convolutional-neural-networks data-science image-kernel image-processing numpy numpy-neural-network python streamlit
Last synced: 10 May 2026
https://github.com/susanketsarkar/nn-from-scratch
A pure NumPy implementation of a deep neural network, built for educational purposes and deep learning understanding. This project implements a multi-layer neural network with various features commonly found in modern deep learning frameworks.
deep-learning implementation-of-algorithms neural-network numpy python
Last synced: 10 May 2026
https://github.com/velascort/image_equalizer_gui
Image equalizer using LUT interface.
image-processing lut numpy python scikit-image ttk
Last synced: 10 May 2026
https://github.com/tnleite/real-estate-opportunities-analysis
Este repositório apresenta uma análise de oportunidades no mercado imobiliário, combinando séries temporais, clusterização e previsões para identificar estados com maior potencial de crescimento e orientar estratégias de expansão eficientes.
catboostregressor cluster-analysis data-science kmeans-clustering lightgbm-regressor machine-learning-algorithms numpy regression-models scikit-learn xgboost-regression
Last synced: 10 May 2026
https://github.com/relostar-devil/census-income-prediction
An end-to-end ML project using 1994 US Census data to classify income (>50K/<50K). The Jupyter Notebook covers data preprocessing, EDA, and model evaluation with multiple classifiers.
matplotlib numpy pandas scikitlearn-machine-learning seaborn
Last synced: 10 May 2026
https://github.com/jsnevt/regressao_logistica
Cálculos de probabilidades sobre uma eleição
matplotlib numpy pandas-dataframe python
Last synced: 11 May 2026
https://github.com/pdoup/atml-notebooks
Proposed assignment notebooks for Advanced Topics in Machine Learning tasks
active-learning cost-sensitive-learning imbalanced-data machine-learning multi-instance-learning multi-label-classification numpy scikit-learn
Last synced: 11 May 2026
https://github.com/baschin1103/machine-learning-linear-regression-tsi
The model is the multiple linear regression loaded from scikit-learn. The aim is to create a model to forecast the so called Total-Skill-Index (TSI) of a player from hattrick.org. More information on: https://wiki.hattrick.org/wiki/Total_Skill_Index. In this repository is the programm and necessary data.
csv linear-regression machine-learning numpy pandas python statistics
Last synced: 11 May 2026
https://github.com/omogbolahan94/google-play-store-app-analysis
Data exploration, data cleaning, interactive data visualisation and insight presentation
matplotlib numpy pandas plotly
Last synced: 11 May 2026
https://github.com/chandkund/movie-recommender-system
Unlocking the magic of personalized movie recommendations! This project uses the Cosine Similarity Algorithm to suggest movies based on user-selected titles, making movie discovery more enjoyable.
cosine-similarity matplotlib nltk numpy pandas-python seaborn
Last synced: 12 May 2026
https://github.com/mituskillologies/dkte-da-mar25
Programs conducted at DKTE's Engineering Institute, Ichalkaranji in training on Python Data Analytics March 2025.
data-analysis matplotlib numpy pandas python-programming tkinter-python
Last synced: 13 May 2026
https://github.com/jsnevt/knn_neighborhood
ML - classificação por vizinhança
kneighborsclassifier matplotlib numpy pandas seaborn
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https://github.com/andydevs/optipy
Optimization algorithms written in python
numpy optimization optimization-algorithms
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https://github.com/asuquoaa/big_4_sports_teams_and_city_population_analysis-2018-
Analysis of sports teams' win/loss ratios vs. metro area populations across NFL, NBA, MLB, and NHL.
data-cleaning-and-preprocessing numpy pandas
Last synced: 13 May 2026
https://github.com/prathicashettym/agriculturallanddetection
6th Semester SDG EL
flask keras matplotlib numpy pandas python seaborn streamlit tensorflow
Last synced: 13 May 2026
https://github.com/chicoyildiz/python-raytracing-demo
Interactive Python ray tracer (numpy + pygame) with a ceiling camera, dynamic resolution scaling, and a glowing bouncing fireball.
numba numpy python python3 raytracing
Last synced: 14 May 2026
https://github.com/neelimabonangi/defect-detection-hot-rolling
Defect Detection in Hot Rolling Using Machine Learning
classification data-analysis data-science defect-detection jupyter-notebook machine-learning manufacturing numpy pandas predictive-analytics python random-forest scikit-learn
Last synced: 12 Jun 2026
https://github.com/gsaini/streamlit-ui-getting-started
Streamlit is an open-source Python framework for data scientists and AI/ML engineers to deliver dynamic data apps with only a few lines of code. Build and deploy powerful data apps in minutes. Let's get started!
codecov github-actions numpy pandas python streamlit unittest
Last synced: 14 Jun 2026
https://github.com/pnguyen215/pycelize
Pycelize is a Flask application designed for processing Excel and CSV files. It provides RESTful APIs for common data operations including extraction, normalization, mapping, SQL generation, and file binding.
excel lib numpy openpyxl pandas py-app pycelize python-service python3
Last synced: 17 Jun 2026
https://github.com/tomdewildt/interactive-and-explainable-ai-design
Code for The Interactive And Explainable AI Design course of my master's degree
jupyter lime numpy pandas python scikit-learn shap
Last synced: 18 Jun 2026
https://github.com/harshavardhanbommalata/knn_tutorial
K-Nearest Neighbors (KNN) is a simple yet powerful machine learning algorithm. Unlike models that learn parameters during training, KNN uses lazy learning—it stores the dataset and predicts by finding the closest neighbors, making decisions through majority voting.
machine-learning-algorithms mathematical-modelling matplotlib numpy pandas
Last synced: 20 Jun 2026
https://github.com/huzaifa12466/neuralnetscratch
A simple neural network implemented from scratch in Python using NumPy, trained on the Moons dataset
artificial-intelligence artificial-neural-networks backpropagation deep-learning forwardpropagation machine-learning matplotlib neural-network neural-networks numpy
Last synced: 23 Jun 2026
https://github.com/gerardomacedo/ml-from-scratch
Logistic regression from scratch (NumPy) with tests and CLI; compared vs scikit-learn
ci-cd from-scratch logistic-regresion machine-learning numpy python unittest
Last synced: 23 Jun 2026
https://github.com/prathush-kumar/fake_news_detection
Developed an intelligent system to identify and classify fake news articles using Natural Language Processing (NLP) and Machine Learning techniques.
classification machine-learning natural-language-processing numpy pandas sklearn-library
Last synced: 26 Apr 2026
https://github.com/abhisingam/brickbreaker
A Terminal-Based game made in Python that emphasises upon the use of OOPs concepts. Python | NumPy | Game Development
game-development numpy python3
Last synced: 26 Apr 2026
https://github.com/whiteshadow1234/guessthenumber
This is the python code for teaching high school students python
math numpy python3 random teaching-materials turtle
Last synced: 27 Apr 2026
https://github.com/dyk-team/vna-impedance-measurements
Calibration and deembedding for impedance measurments on PCB cells
antenna-equation cst-studio de-embedding delay-time lab-automation magneto-impedance microstrip numpy pcb-cells phase-unwrapping probe python rohde-schwarz scattering-parameters scpi-instruments sensors solt-calibration surface-impedance vna zhejiang-university
Last synced: 27 Apr 2026
https://github.com/shlokarora2709/data-science
classification clustering data-science machine-learning matplotlib numpy pandas regression sklearn
Last synced: 27 Apr 2026
https://github.com/brendandasilva/applieddatascience
4 projects from Applied Data Science
data-science numpy pandas python
Last synced: 27 Apr 2026
https://github.com/crispengari/netflix-statistics
This is the visualisation of two categories of netflix movies which are: * movies * tv shows
data-science datafram jupyter-notebook matplotlib numpy pandas python
Last synced: 27 Apr 2026
https://github.com/lupin3000/tello-python
Python application to control the DJI Tello Drone with different controllers.
debian dji-sdk djitellopy drone dualsense-controller evdev hidapi macos numpy opencv python stadia-controller tello unihiker
Last synced: 27 Apr 2026
https://github.com/saptarshi11/diamlp---diabetes-classification-with-multilayer-perceptron
Diabetes Classification using Multilayer Perceptron (MLP) is a binary classification problem where the goal is to predict whether a patient has diabetes (positive class) or not (negative class) based on a set of biomedical features or risk factors.
artificial-neural-networks binaryclassification machine-learning mlp-classifier numpy seaborn
Last synced: 27 Apr 2026
https://github.com/lesterevse/numvision
Artificial Intelligence for recognizing numbers
Last synced: 27 Apr 2026
https://github.com/moonmoonsamal/data-driven-google-ads-for-listing-sites-analysis
Analyzed Google Ads performance to identify top channels, keywords, and geographical impact
cleaning-dataset eda manipulation modelling numpy visualization
Last synced: 27 Apr 2026
https://github.com/gyselle-marques/calculodemetricas-desafiodio
Machine Learning: Cálculo de Métricas de Avaliação de Aprendizado em Python.
accuracy brazilian-portuguese colab-notebook confusion-matrix dio-bootcamp dio-challenges f-measure f-score machine-learning matplotlib numpy precision python recall sklearn specificity statistics xgboost
Last synced: 27 Apr 2026
https://github.com/l2nce/datamining-study
Introduction to data mining
data-analysis data-mining matplotlib numpy panda
Last synced: 28 Apr 2026
https://github.com/vasukalariya/neural-network-from-scratch
It's a simple Feedforward Neural Network implemented just using Numpy
artificial-neural-networks classification mnist neural-network numpy
Last synced: 28 Apr 2026
https://github.com/binoydipu/ml-libraries
Machine Learning Libraries Repository
Last synced: 28 Apr 2026
https://github.com/tdeepa20/heart-disease-prediction-using-ml
Machine Learning models to predict heart disease using patient medical data
datascience jupyer-notebook machinelearning numpy python sklearn
Last synced: 28 Apr 2026
https://github.com/ronverse17/automate-data-cleaning
This project automates messy data cleaning tasks - like fixing column names, filling missing values, and spotting outliers, so analysts and data scientists can spend more time on insights, not preprocessing.
Last synced: 28 Apr 2026
https://github.com/varun-khorgade/salesense-e-commerce-analytics
Analyzed e-commerce datasets to discover customer behavior trends and business insights. Performed EDA, data cleaning, and visualizations to help stakeholders make data-driven decisions.
customer-behavior-analysis dashboards datacleaning exploratory-data-analysis feature-engineering jupyter-notebook matplotlib numpy pandas python seaborn sql time-series-trend visulaization
Last synced: 28 Apr 2026
https://github.com/gregoritsch3/dl_cnn_resnet50_digitrecognition
A Deep Learning Computer Vision project on the MNIST Digit Dataset. The project demonstrates the use of four TensorFlow Neural Network architectures, ranging from a basic Shallow Sigmoid Model to a Deep Convolutional Model constructed using the FunctionalAPI, and even a modified Resnet50 Model. Includes Error Analysis and test runs on real images.
cnn convolutional-neural-networks cv2 keras matplotlib numpy resnet-50 tensorflow
Last synced: 28 Apr 2026
https://github.com/hadson0/chess-live-ratings-data
A study project focused on web scraping the live chess ratings from chess.com, with data analysis and visualization on nearly 5000 players in the classical world ranking.
beautifulsoup chess data-analysis data-visualization numpy pandas python seaborn web-scraping
Last synced: 28 Apr 2026
https://github.com/jovicdev97/financial-loan-datascience-notebook
using numpy and pandas to analyze a synthetic loan dataset with python
data-analysis matlabplot numpy pandas plotting python seaborn
Last synced: 28 Apr 2026
https://github.com/yanisdib/somint
Somint - AI-powered Trading Card Grading
ai api devcontainer docker numpy opencv python yolov8
Last synced: 28 Apr 2026
https://github.com/abdeldjalilchafai/us-flight-delay-eda
Structured EDA on 2015 US flight delay data. Clean, reproducible notebook using a 6-step data analysis framework for real-world datasets.
data-analysis data-cleaning eda exploratory-data-analysis flight-delays kaggle matplotlib numpy pandas python seaborn
Last synced: 28 Apr 2026
https://github.com/udipta14/historical-olympic-games-eda-python
Exploratory Data Analysis of a Historical Olympic Games Dataset, including all the games from Athens 1896 to Rio 2016.
data-cleaning data-visualization eda matplotlib numpy pandas python3 seaborn
Last synced: 28 Apr 2026
https://github.com/pedronjorge/average-face
Generate an average face from a given set of images by detecting facial landmarks, aligning features, and blending the images using Delaunay Triangulation. Libraries used: Dlib, OpenCV, NumPy
dlib image-generation jupyter-notebook numpy opencv python3
Last synced: 30 Apr 2026
https://github.com/shreeparab1890/indian-elections-2019-analysis-eda
This ipython notebook is the Exploratory data analysis (EDA) of the Indian Lok Sabha Elections 2019.
data data-analysis data-science data-visualization eda exploratory-data-analysis matplotlib numpy pandas plotly python python3 visualization
Last synced: 28 Apr 2026
https://github.com/ddeepanshu-997/datascience--olympics-games
in this repository i am going to perform some datascience techinques on the datasaet in order to get the valuable insights with the help of python libraries , packages etc.
data-science exploratory-data-analysis insights matplotlib-pyplot numpy pandas-dataframe problem-solving python visualization
Last synced: 28 Apr 2026
https://github.com/khalidkhankakar/numpy-for-data-science
Exploring the full Numpy library for DS
data-science dataexploration jupyter numpy python
Last synced: 28 Apr 2026
https://github.com/redinfinitypro/drawimages
Rating: (8/10) The code uses Python's Turtle module to create a canvas image, converting it to grayscale, and then placing dots at each pixel's location based on its intensity.
Last synced: 28 Apr 2026
https://github.com/mahmood-anaam/wheeled-robot-simulation
A Python simulation of a robot equipped with four Swedish wheels, focusing on accurately modeling its kinematics and dynamics to analyze specific motion scenarios.
kinematics-dynamics matplotlib-python numpy python robotics-simulation roboticstoolbox-python swedish-wheels
Last synced: 28 Apr 2026
https://github.com/josualimbu/face-recognition
Face Recognition with Name, and only need 1 image for 1 person for the dataset to run Face Recognition.
face-detection face-recognition numpy python simple-face-recognition
Last synced: 28 Apr 2026
https://github.com/waghraj1699/codeclauseinternship_predicting_house_prices
Task 1 of the CodeClause Internship
data-science machine-learning-algorithms numpy pandas-dataframe
Last synced: 28 Apr 2026
https://github.com/linsanity03/fraud_detection_using_autoencoders
Leverage autoencoders, a type of neural network, for detecting fraudulent financial transactions by identifying anomalies in transaction patterns that deviate from the norm.
matplotlib numpy pandas pytorch seaborn
Last synced: 28 Apr 2026
https://github.com/alonmell/modulnet
Lightweight NumPy-based neural network framework with core layers, loss functions, optimizers, and data utilities
deep-learning from-scratch machine-learning neural-network numpy
Last synced: 29 Apr 2026
https://github.com/shefreenkaur/nlp_query_documents
This repository contains two implementations of an NLP document query system that processes PDF documents and ranks them based on relevance to user queries.
easyocr naive-bayes nlp numpy ppmi pymupdf tf-idf
Last synced: 29 Apr 2026
https://github.com/kacemmathlouthi/deep-ml-problems
a collection of solved machine learning, linear algebra, and deep learning problems from deep-ml.com
deep-learning linear-algebra machine-learning numpy python
Last synced: 29 Apr 2026
https://github.com/cuuupid/better-tensorflow
MNIST classifier api
graph-model machine-learning neural-network numpy pickle sigmoid
Last synced: 29 Apr 2026
https://github.com/thekartikeyamishra/interactive-ai-model-trainer
A Google Colab notebook for interactively training simple AI/ML classification models. Features CSV upload, dummy data generation, feature/target selection, model choice, and basic evaluation. Includes a user-friendly UI. Ideal for educational purposes. See screenshots below!
google googlecolab ipywidgets matpl numpy pandas python scikit-learn seaborn
Last synced: 29 Apr 2026
https://github.com/rand-asswad/controle_optimal
Une étude d'un problème de contrôle optimal avec visualisation 3D
controle-optimal numpy optimal-control python sympy
Last synced: 29 Apr 2026
https://github.com/freya135/smart-traffic-system
A Python-based system leveraging a Raspberry Pi to capture and process traffic images, dynamically control traffic lights and servo motors based on real-time vehicle detection using edge detection, and optimize traffic flow intelligently.
canny-edge-detection gpiozero image-processing numpy open-cv python raspberry-pi-5 real-time-processing servo-motor signal-duration smart-traffic-light
Last synced: 29 Apr 2026
https://github.com/bilgeswe/datascience
Using Statistics and Data Science Project in Python using Google Colab tools, CVS and XLSX
box-plot colab-notebook cvs data-science data-scraping data-visualization heatmaps numpy python statistical-analysis statistics xlsx
Last synced: 29 Apr 2026
https://github.com/0nom4d/306radiator
Mathematical EPITECH Project - This project reproduces the behaviour of a radiator placed at a position in a room of a given size.
epitech epitech-project numpy pytest python3
Last synced: 29 Apr 2026
https://github.com/w13b3/ssim-py
Structural Similarity (SSIM) index, where the only core dependency is NumPy
image-comparison numpy opencv-python pillow python3 ssim tested unittests
Last synced: 29 Apr 2026
https://github.com/dulajkavinda/document-similarity-ml
📑 Check similarity between documents using td-idf and cosine similarity.
machinelearning numpy python scikit
Last synced: 29 Apr 2026
https://github.com/romerorodriguezd/homography-with-opencv
Homography operations applied to insert images inside others regardless of the perspective.
computer-vision homography matrices-transformation numpy opencv opencv-python
Last synced: 29 Apr 2026
https://github.com/chirindaopensource/high_dimensional_matrix_variate_diffusion_index_models
End-to-end Python implementation of Ma et al.'s (2025) matrix-variate diffusion index models for macroeconomic forecasting. Features α-PCA factor extraction, supervised screening, and ILS estimation for high-dimensional forecasting with preserved structural information.
diffusion-index dimension-reduction econometrics factor-models financial-modeling high-dimensional-statistics macroeconomic-forecasting matrix-factorization monte-carlo-simulation numpy principal-component-analysis python quantitative-finance research-replication scientific-computing statistical-computing statistical-modeling supervised-learning time-series-analysis time-series-forecasting
Last synced: 29 Apr 2026
https://github.com/unknownman/101-numpy
learning numpy by 101 short videos and jupyter notebook
Last synced: 29 Apr 2026
https://github.com/haleema33/cs50-final-project
This project allows the user to input a sequence of characters (a-z), and generates a unique audio file composed of piano sounds corresponding to those characters. The system reads sound files from a predefined directory, processes them, and outputs a new WAV file with the audio sequence. The audio is speeded up 3x for an accelerated playback.
Last synced: 29 Apr 2026
https://github.com/yousefalaaali/twitter-sentiment-analysis
Natural language processing - Twitter Sentiment Analysis
deep-learning logistic-regression matplotlib naive-bayes nltk numpy pandas scikit-learn seaborn tf-idf word-embeddings
Last synced: 29 Apr 2026
