Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
NumPy
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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: 2025-02-19 00:21:18 UTC
- JSON Representation
https://github.com/priyasingh26/financial_document-data_extraction
This project extracts key information from financial documents like invoices and receipts using text recognition. It processes images, classifies documents, and extracts data, which is then stored in a CSV file. The aim is to automate data collection from scanned documents, reducing manual work and increasing accuracy.
data-extraction numpy ocr pandas pillow preprocessing pytesseract-ocr python sklearn torch transformers
Last synced: 11 Feb 2025
https://github.com/toxe/python-plotting
Python Plotting
matplotlib numpy pandas plotting python
Last synced: 27 Jan 2025
https://github.com/sonnguyen25/hackbeanpot-2025
EarthBeats - An Eco-friendly Pocket Road Trip Companion
css flask googlemaps-api html humeai knn-model mongodb nextjs nodejs numpy pandas python reactjs recommender-system scikit-learn spotify tailwindcss
Last synced: 11 Feb 2025
https://github.com/charancholaveti/imdb-sentimentanalysis
IMDB Movie Review Sentiment Analysis-It will give the sentiment of the review whether it is Positive or Negative
deeplearning keras numpy rnn-tensorflow tensorflow
Last synced: 11 Feb 2025
https://github.com/muzahid0408/student_marks_analysis_using_numpy
This project analyzes a student marks dataset to calculate key statistical measures such as mean, median, standard deviation, and more.
datasets jupyter-notebook numpy numpy-arrays pythoh
Last synced: 11 Feb 2025
https://github.com/dpb44/exploring-the-intuition-of-neural-networks-on-a-classification-problem-using-only-numpy
Implementing a softmax-based neural network from scratch using NumPy to classify the Iris dataset, leveraging vectorization, gradient descent, and decision boundary visualization.
deep-learning neural-network numpy softmax-classifier
Last synced: 11 Feb 2025
https://github.com/i-am-nolan25/bell-s-palsy-severity-determination
A machine learning model to grade the severity of Bell's palsy
dlib jupyter-notebook machine-learning matplotlib numpy opencv pandas python scikit-learn scipy
Last synced: 16 Jan 2025
https://github.com/ujjvalrajput/data-analysis-python-practise
Practise with matplotlib, pandas, and numpy.
matplotlib numpy pandas python
Last synced: 08 Jan 2025
https://github.com/jainish-prajapati/solar-flare-prediction
This repository contains code and data for predicting solar flare energy ranges using machine learning, based on NASA's RHESSI mission data. It includes preprocessing of FITS files into a unified CSV dataset and implements models like Gradient Boosting, Random Forest, and Decision Tree classifiers, achieving accuracies up to 87%.
data-visualization machine-learning numpy pandas python scikit-learn solar-flare-prediction
Last synced: 11 Feb 2025
https://github.com/ashishsingh789/bcg_virtual_internship
This repository showcases my BCG X virtual internship project on customer churn analysis for PowerCo, covering business understanding, EDA, feature engineering, and modeling using Python and machine learning.
data-manipulation data-science dataanalysis datavisualization eda machine-learning matplotlib numpy pandas python random-forest scikit-learn seaborn
Last synced: 11 Feb 2025
https://github.com/abideen-olawuwo/fraud-detection
A Fraud Prediction Model
kears logistic-regression matplotlib numpy pandas pickle scipy seaborn sklearn tensorflow
Last synced: 15 Jan 2025
https://github.com/abideen-olawuwo/vg_sales
Predicting Games Sales
machine-learning matplotlib numpy pandas seaborn sklearn
Last synced: 15 Jan 2025
https://github.com/abideen-olawuwo/healthmonitor
A model for healthmonitor
knearest-neighbor-classifier logistic-regression matplotlib numpy pandas python random-forest-classifier seaborn sklearn
Last synced: 15 Jan 2025
https://github.com/abideen-olawuwo/bulldozer-prediction
Predicting the Future Price of Bulldozer
machine-learning matplotlib numpy pandas python random-forest-regressor scikit-learn
Last synced: 15 Jan 2025
https://github.com/abideen-olawuwo/frauddetection
A credit card Fraud Detection Model
logistic-regression matplotlib numpy pandas python seaborn sklearn
Last synced: 15 Jan 2025
https://github.com/abideen-olawuwo/sign-language-lambda
A model deployed to AWS Lambda
aws aws-lambda keras lambda numpy requests serverless
Last synced: 15 Jan 2025
https://github.com/abideen-olawuwo/spam-detection
A spam detection model
matplotlib nltk numpy pandas seaborn
Last synced: 15 Jan 2025
https://github.com/abideen-olawuwo/pyspark-prediction
pyspark prediction
linear-regression numpy pandas pyspark
Last synced: 15 Jan 2025
https://github.com/abideen-olawuwo/wholesale_customer_data
An unsupervised learning model
clustering machine-learning matplotlib numpy pandas scipy seaborn sklearn
Last synced: 15 Jan 2025
https://github.com/abideen-olawuwo/stroke-prediction
A stroke Prediction Model
adaboostclassifier catboost decision-tree-classifier kneighborsclassifier logistic-regression matplotlib numpy pandas random-forest-classifier seaborn sklearn xgboost-classifier
Last synced: 15 Jan 2025
https://github.com/abideen-olawuwo/converted-logistic-regression
Converted Prediction Model
logistic-regression numpy pandas sklearn
Last synced: 15 Jan 2025
https://github.com/abideen-olawuwo/georgiatimeseries
A times series forcasting
arima itertools linear-regression matplotlib numpy pandas python seaborn statistics statsmodels time-series
Last synced: 15 Jan 2025
https://github.com/crafterkolyan/eigenvalues-speed-comparison
Сравнение скорости вычисления собственных значений положительно определённых матриц. Проект по спецкурсу "Высокопроизводительные вычисления на платформе Python". Основной результат - Python с JIT компилятором обгоняет нераспараллеленный C++ по скорости.
cpp eigenvalues numba numpy python speed university
Last synced: 11 Feb 2025
https://github.com/egorumaev/statistics-trainings
matplotlib numpy pandas pil python3 requests scipy seaborn sklearn
Last synced: 07 Jan 2025
https://github.com/egorumaev/2024-ab-tests-metrics
Анализ соответствия размера выборки и плановых значений метрик A/B-теста
latex monte-carlo-method numpy pandas statmodels
Last synced: 07 Jan 2025
https://github.com/allanreda/telco-customer-churn-predictor-app
A web-based machine learning application that predicts customer churn using a logistic regression model. Built with Scikit-Learn for model training, Gradio for the user interface, and deployed on Google Cloud App Engine. The app allows users to input customer data and receive predictions on churn risk to support business decision-making.
app-engine data-visualization deployment google-cloud gradio hyperparameter-tuning logistic-regression machine-learning numpy pandas scikit-learn
Last synced: 18 Feb 2025
https://github.com/abrahamkoloboe27/churn-prediction-and-analysis-project
Application pour analyser et prédire le churn client avec visualisations interactives
churn churn-analysis churn-prediction classification dashboard machine-learning machine-learning-algorithms numpy pandas python scikit-learn streamlit
Last synced: 04 Jan 2025
https://github.com/amrutha-vm0407/deepavali-sales-exploratory-data-analysis
Data Analysis Project for Beginners
csv-import matplotlib-pyplot numpy pandas python3 seaborn
Last synced: 25 Jan 2025
https://github.com/parthshah02/customer_churn_dashboard
This repository features a comprehensive project showcasing data analysis and interactive dashboard using Python
data-analysis matplotlib numpy pandas python
Last synced: 25 Jan 2025
https://github.com/erikbrinkman/hilbert-bytes
A python library for converting between d-dimensional points and indices on a hilbert curve
hilbert-curve numba numpy python
Last synced: 25 Jan 2025
https://github.com/harmanveer-2546/sports-bets-winning-algorithm
Sports betting is the activity of predicting sports results and placing a wager on the outcome.
adaboostclassifier ascii betting-models ensemble extratreesclassifier gradientboostingclassifier kneighborsclassifier labelencoder matplotlib mlpclassifier nfl nflstats numpy pandas plotly python seaborn sports-data string winning-algorithm
Last synced: 11 Jan 2025
https://github.com/27ahmad/movie-recommendation-system
Welcome to the Movie Recommendation System! This project uses Streamlit to provide personalized movie recommendations based on user preferences and similarity.
movie-recommendation numpy pandas python scikit-learn
Last synced: 15 Jan 2025
https://github.com/annygutierrez/data-preprocessing
Preprocessing deep learning template.
matplotlib numpy pandas sklearn
Last synced: 07 Jan 2025
https://github.com/annygutierrez/bank-ann
Basic Artificial Neural Network
keras matplotlib numpy pandas sklearn
Last synced: 07 Jan 2025
https://github.com/imskully/python-cv-fault-detection
Fault detection algorithm that determines whether or not a fault exists within a ring using raw computer vision.
ccl computer-vision matplotlib morphology numpy opencv python
Last synced: 15 Jan 2025
https://github.com/shohail-dev/astronomical-data-analysis
Python Astronomical Data Analysis and Visualization.
astropy astroquery matplotlib numpy pandas pyplot python requests requests-library-python sckit-image seaborn
Last synced: 07 Jan 2025
https://github.com/bjpcjp/optimize-mktg-spend-with-lagrange
simple demo of marketing (2 channel) spend optimization
lagrange matplotlib matplotlib-pyplot numpy python scipy
Last synced: 04 Jan 2025
https://github.com/damiieibikun/web-scrapping-and-python-data-visualization-on-top-500-movies-imdb
Web Scrapping and Python Data visualization on Top 500 movies IMDb
beautifulsoup4 data-analysis data-visualization matplotlib-pyplot numpy pandas plotly-express python requests seaborn web-scraping
Last synced: 15 Jan 2025
https://github.com/kr1shnasomani/treetracer
Detection of trees from aerial image using detectron2
computer-vision deep-learning detectron2 neural-network numpy opencv pypi pytorch
Last synced: 15 Jan 2025
https://github.com/kr1shnasomani/speedvision
Vehicle speed detection using Computer Vision, Deep Learning and Neural Network
bytetrack computer-vision deep-learning neural-network numpy opencv pytorch supervision tqdm yolo
Last synced: 15 Jan 2025
https://github.com/kr1shnasomani/genagenet
Gender and Age recognition from face images
computer-vision deep-learning neural-network numpy opencv
Last synced: 15 Jan 2025
https://github.com/kr1shnasomani/motionmuse
Pose prediction using OpenCV and mediapipe
computer-vision deep-learning neural-network numpy opencv pypi
Last synced: 15 Jan 2025
https://github.com/kr1shnasomani/stockforecaster
Stock price prediction for the next 30 days using TensorFlow and LSTM
deep-learning keras matplotlib neural-network numpy pandas scikit-learn seaborn tensorflow yfinance
Last synced: 15 Jan 2025
https://github.com/kr1shnasomani/colourpulse
Font style detection using TensorFlow and Keras
computer-vision deep-learning keras neural-network numpy opencv pypi tensorflow
Last synced: 15 Jan 2025
https://github.com/natsionalnoedostoyanie/solution
The test assignment solution (using Matplotlib, NumPy and Collections)
Last synced: 15 Jan 2025
https://github.com/raul23/clustering-text
Experimenting with clustering text documents (ebooks and HTML pages)
beautifulsoup clustering diskcache djvu ebooks kmeans kmeans-clustering machine-learning matplotlib nlp numpy ocr pandas pdf pdftotext python scikit-learn tesseract unsupervised-learning wikipedia
Last synced: 13 Jan 2025
https://github.com/yukti1sharma/emotion-based-music-recommender
Emotion based music recommendation system
detection-model emoji facial-expression-recognition jupyter-notebook keras-tensorflow machine-learning mediapipe music neural-networks numpy opencv python realtime streamlit webapp
Last synced: 15 Jan 2025
https://github.com/bonifatius94/backprop
Deep Learning Reference Implementation
deep-learning numpy reference-implementation
Last synced: 07 Jan 2025
https://github.com/fazal-coder/capturing_img
python code for Creating blue color image
loop numpy opencv processing python scheduler threading
Last synced: 04 Feb 2025
https://github.com/muhkartal/ml-notes
ml-notes that i took in my ai, ml and deep learning journey
cpp keras matplotlib numpy opencv-python pandas python pytorch sckit-learn seaborn streamlit tensorflow
Last synced: 04 Jan 2025
https://github.com/jpcano/boston_housing
Predicting Boston Housing Prices using supervised Machine Learning algorithms
cross-validation machine-learning numpy pandas python regression-models scikit-learn
Last synced: 04 Jan 2025
https://github.com/philcs/electromag
Électromagnétisme, Université Laval, 2017
Last synced: 13 Jan 2025
https://github.com/voidwalker7/mnist
MNIST Digit Detector Model using only Numpy
from-scratch-in-python mnist numpy python
Last synced: 04 Jan 2025
https://github.com/sonu275981/uber-rides-data-analysis
Analysis of Uber's Ridership Data for NYC.
data-analysis-python flask machine-learning numpy pandas uber
Last synced: 15 Feb 2025
https://github.com/screamman-ssh/video-camera-to-ascii
Convert a video file or camera captured to display as text.
ascii camera-to-text computer numpy opencv pillow python python-3 video-to-text
Last synced: 11 Jan 2025
https://github.com/harrisonwelch/pythondatascience
Repo of code from the linked-in lesson "Python: Data Analysis"
data data-science matplotlib notes numpy python tutorial
Last synced: 15 Jan 2025
https://github.com/quarkgluant/analyse-visualisation-data-with-python
French Udemy Course "Analyse et visualisation de données avec Python" on Numpy, Pandas and MatPlotLib Python's librairies
matplotlib-tutorial numpy numpy-tutorial pandas pandas-tutorial python python3 udemy
Last synced: 07 Jan 2025
https://github.com/utkarsh251106/tracking-with-yolo
This project uses YOLOv8 and DeepSORT to detect and track children and adults in video streams. It assigns unique IDs, handles re-tracking after occlusions, and outputs an annotated video with labeled bounding boxes.
computer-vision deep-learning deepsort machine-learning numpy opencv python torch ultralytics yolov8
Last synced: 12 Feb 2025
https://github.com/aaaastark/textclassification-nlp-project
Dataset preparation, Feature Engineering, Model Building, Summary Statistics, Data Exploration by Visualizations, and Save File CSV
matplotlib nltk numpy pandas python seaborn sklearn textblob wordcloud
Last synced: 15 Jan 2025
https://github.com/aaaastark/framingham_hart_study_cohort
Framingham_Hart_Study_Cohort
csv io matplotlib numpy pandas python sklearn tensorflow
Last synced: 15 Jan 2025
https://github.com/hoyirul/genetic-algorithm-py
The 'Genetic Algorithm Isolation Forest' app combines genetic algorithm and isolation forest for accurate anomaly detection, offering an intuitive interface for easy parameter adjustment and result visualization.
numpy pandas python3 sklean unsupervised-learning
Last synced: 15 Jan 2025
https://github.com/dzakarias/waves
Fun with the sine function inspired by Chladni plates
Last synced: 01 Feb 2025
https://github.com/gregoritsch3/project_radioactive_decay
An analytic ( system of coupled ODEs), numeric (Runge-Kutta 4, Newton-Raphson) and stochastic (Monte Carlo) treatment of the chained radioactive decay of Bi[210, 83] into Po[210,84], as well as the emission of alpha-particles. Associated comments and paper are in Croatian.
cplusplus matplotlib montecarlo-simulation numerical-methods numpy python radioactive-decay scipy
Last synced: 11 Jan 2025
https://github.com/gregoritsch3/project_pandas_1
A Pandas exercise demonstrating the loading, cleaning and reorganization of data in .xlsx or .csv files, descriptive statistics, data visualization, statistical approximation of data with the normal distribution, etc.). Libraries include Pandas, NumPy, Scipy, SymPy, MatplotLib,
data-cleaning data-visualization descriptive-statistics matplotlib numpy pandas scipy sympy
Last synced: 12 Nov 2024
https://github.com/lavkalsi/creditcardfrauddetector
Credit Card Fraud Detector is a React web app that predicts if a credit card transaction is fraudulent using a Python machine learning model. Users can input transaction data, and Flask facilitates communication between the backend and frontend. Backend files are located in the res folder. This app provides simple UI for user interaction.
fraud-detection machine-learning nodejs numpy pandas python reactjs sklearn-library
Last synced: 20 Jan 2025
https://github.com/prakshal0809/machine_learning_algorithms
This project showcases basic machine learning programs I developed during my studies, written in Python, intended for educational use or as a foundation for more advanced projects.
machine-learning matplotlib numpy pandas python
Last synced: 28 Jan 2025
https://github.com/coderooz/image_classification_transfer_learning
This project involves using transfer learning to classify images into categories such as cats vs. dogs by leveraging a pre-trained model like VGG16 or ResNet. Transfer learning allows you to adapt a pre-trained model to your specific problem, making the training process faster and often more effective.
colab image-classification matplot neural-network numpy python tensorflow vgg16-model
Last synced: 04 Feb 2025
https://github.com/coderooz/handwritten_digit_recognition
This project uses a Convolutional Neural Network (CNN) to recognize handwritten digits from the MNIST dataset. The model is built using TensorFlow and Keras.
colab handwritten-digit-recognition image-classification matplotlib neural-network numpy python tensorflow
Last synced: 04 Feb 2025
https://github.com/ashishsingh789/customer_purchase_prediction_using_decision-tree-_classifier
Decision Tree Classifier to predict customer purchases using demographic and behavioral data. Key steps: data preprocessing, EDA, model training, evaluation, and feature importance analysis.
data datascience desiciontree eda machine-learning-algorithms matplotlib numpy pandas-dataframe python seaborn
Last synced: 15 Jan 2025
https://github.com/jpcadena/ventas-facturas
Ventas con facturas
data data-analysis data-exploration data-extraction data-science excel feature-engineering matplotlib microsoft numpy pandas powerbi product-sales pylint python receipts sales
Last synced: 15 Jan 2025
https://github.com/jpcadena/palmer-penguins
Palmer Penguins
analytics csv data data-analytics data-science exploratory-data-analysis matplotlib numpy palmer-penguin pandas plotly pylint python seaborn visualization
Last synced: 15 Jan 2025
https://github.com/mariam-zaidi/lead_scoring_case_study
Leads Scoring_Logistic regression model
logistic-regression matplotlib numpy pandas seaborn sklearn
Last synced: 11 Jan 2025
https://github.com/akhileshthite/india-population
ML (simple linear regression) model for predicting India's population.
machine-learning numpy pandas python scikit-learn
Last synced: 22 Jan 2025
https://github.com/harmanveer-2546/guide-to-regularization
Regularization is a crucial technique in machine learning that helps to prevent overfitting. Overfitting occurs when a model becomes too complex and learns the training data so well that it fails to generalize to new, unseen data.
generalization inline l1 l2 matplotlib numpy overfitting overfitting-prevention overfitting-reduced pandas regularization regularization-methods regularization-techniques regularization-to-avoid-overfitting seaborn
Last synced: 12 Feb 2025
https://github.com/chandkund/predicting-heart-disease
Welcome to the Heart Disease Prediction project! 🩺 This project focuses on developing a predictive model to assess heart disease risk based on health indicators like age, cholesterol levels, and blood pressure. By analyzing these features, we aim to create an effective tool for early diagnosis and heart disease prevention
machine-learning matplotlib numpy pandas python seaborn sklearn
Last synced: 12 Feb 2025
https://github.com/rohansahu15/stackoverflow-hashtag-generator
ai machine-learning nlp numpy pandas
Last synced: 12 Feb 2025
https://github.com/alexsolov28/vkrb
Выпускная квалификационная работа бакалавра «Система анализа алгоритмов машинного обучения для решения задач классификации с использованием Pandas»
jupyter-notebook matplotlib numpy pandas python scikitlearn seaborn streamlit
Last synced: 12 Feb 2025
https://github.com/mchenryspagg/economic-variable-correlation-and-productivity-model
This report provides an in-depth analysis of Nigeria's economic performance over the past decade, spanning from 2014 to 2024.
correlation exchangerates inflation moneysupply numpy productivity python regression regression-analysis regression-models visualization
Last synced: 12 Feb 2025
https://github.com/tnel7/data-science-yandex-practicum
Проекты из Яндекс Практикума "Специалист по Data Science"
data-science machine-learning nlp-machine-learning numpy pandas seaborn sklearn
Last synced: 12 Feb 2025
https://github.com/dwija12903/ai-lab
A collection of practical implementations from my AI Labs course
keras numpy sckit-learn tensorflow
Last synced: 12 Feb 2025
https://github.com/niel0503/probabilidade-e-amostragem
Desafio desarrollado para el bootcamp de WoMakersCode
estadistica matplotlib numpy pandas stats
Last synced: 12 Feb 2025
https://github.com/piyushxbhardwaj/credit-card-fraud-detection
In this project, we focus on developing a machine learning model to detect fraudulent transactions within credit card data. Credit card fraud poses a significant challenge to financial institutions and consumers globally, with traditional rule-based detection systems often struggling to adapt to new fraud tactics.
matplotlib numpy pandas python scikit-image seaborn
Last synced: 12 Feb 2025
https://github.com/trups39/nyc-green-taxi-trip-analysis
Analyze NYC Green Taxi data, predicting fares and optimizing pickup locations using Regression models uncover travel patterns.
numpy pandas predictive-modeling python3 regression-models skit
Last synced: 12 Feb 2025
https://github.com/priyanshulathi/air-quality-index-prediction
Machine learning based air quality index prediction using environmental and pollutant data to classify and forecast pollution levels.
machine-learning matplotlib numpy pandas python scikit-learn seaborn
Last synced: 12 Feb 2025
https://github.com/relative-log31/sync-audio-and-video
A program that synchronizes video and audio.
librosa numpy pyqt pyqt6 python python-app python-script python3
Last synced: 12 Feb 2025
https://github.com/lewis-morris/image_augment
Image augmentation for CNN's. Aiming to increase generalization.
augmentation image numpy python
Last synced: 12 Feb 2025
https://github.com/davityak03/object-detection-in-images-using-yolo
This project demonstrates object detection using the YOLO (You Only Look Once) model, providing a solution for detecting and labeling multiple objects within images or video streams. This implementation covers image preprocessing, model inference, and visualization of detected objects.
computer-vision matplotlib-pyplot numpy object-detection opencv-python pandas python yolo
Last synced: 12 Feb 2025
https://github.com/s-hirata0831/graphicsprocessing
Pythonによる画像処理基礎実験(with OpenCV)
Last synced: 22 Jan 2025
https://github.com/tanzim-prog/sentiment_analysis_ml_stringdata
The motive of this project is to find out the customer satisfaction of some residential hotels of Dhaka.
accuracy-score classification confusion-matrix f1-score logistic-regression machine-learning model-evaluation modelbuilding nlp nltk numpy pandas precision-score recall-score scikit-learn sentiment-analysis
Last synced: 12 Feb 2025
https://github.com/djdhairya/car-accident-detection
csv cv2 geocoder geolocation keras math matplotlib numpy opencv pandas scikit-learn system tiwilo transformer
Last synced: 08 Jan 2025
https://github.com/yajatkaul/handcursorai
A python script made to detect your hand gestures and execute os commands respectively
conda mediapipe numpy opencv-python python3 tensorflow
Last synced: 08 Jan 2025