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: 2025-02-20 00:20:52 UTC
- JSON Representation
https://github.com/Zion-Dev1/E-commerce-Analysis
Short machine learning project which analyses customer behaviour 🔎
analysis clustering ecommerce machine-learning numpy pandas sklearn
Last synced: 09 Feb 2025
https://github.com/safo-samson/data_mining-and-analytics
This data mining and analytics project focus on unraveling crucial insights related to road safety using a comprehensive dataset. This dataset encompasses diverse details, including the count of vehicles involved, the number of casualties, and the severity of accidents.
anaconda jupyter-notebook numpy pandas python3
Last synced: 08 Jan 2025
https://github.com/SudipBishwakarma/Bulk-Remove-OneSignal-Users
Bulk remove OneSignal subscribed users blazingly faster with parallel processing.
numpy pandas python python-logger python-multiprocessing python-threading python3
Last synced: 02 Nov 2024
https://github.com/vinicius999/eda-basketball-streamlit
Simple web application for viewing, filtering and analyzing Basketball data using Stremlit.
numpy pandas python streamlit webapp webscraping
Last synced: 12 Jan 2025
https://github.com/svetlanam/data-scripts
Simple scripts for data cleaning, etl transformations and data reorganisations
data-cleaning data-transformation dimensions etl facts keboola numpy pandas python3 snowflake sql star-schema
Last synced: 13 Jan 2025
https://github.com/jilliennelapid/finalproject_group53
Final Project for COP2080. Audio Graphical software that works with mono-channel .wav files and plots them in various ways.
matplotlib numpy pydub python scipy tkinter
Last synced: 21 Jan 2025
https://github.com/en10/bostonhousing
Boston Housing Dataset Example
boston-housing-dataset boston-housing-price-prediction matplotlib numpy pandas pandas-dataframe python python3 sklearn
Last synced: 01 Feb 2025
https://github.com/kento75/chainer-learn
chainer deep-learning numpy python36
Last synced: 11 Feb 2025
https://github.com/shibam120302/plant_deseases_prediction
Plant disease forecasting is a management system used to predict the occurrence or change in severity of plant diseases. At the field scale, these systems are used by growers to make economic decisions about disease treatments for control.
Last synced: 21 Jan 2025
https://github.com/arnoldchrisoduor1/machinelearning-and-neuralnetworks
Starting out in Machine Learning.
numpy pandas python scikit-learn scipy sql tensorflow2
Last synced: 26 Jan 2025
https://github.com/yuanx749/complex_systems
A Python package for studying complex systems.
jupyter matplotlib networkx numpy pep8 project scipy streamlit
Last synced: 08 Jan 2025
https://github.com/athari22/house_sales_in_king_count_usa
The idea of the project is to do a Data analysis in a Real Estate Investment Trust. The Trust would like to start investing in Residential real estate.
analysis data data-science data-visualization ibm ibm-watson linearregression machine-learning matplotlib numpy pandas sklearn-library
Last synced: 30 Dec 2024
https://github.com/7irelo/regressor-model
Video Game Sales Prediction using Decision Tree Regression
joblib matplotlib numpy pandas scikit-learn
Last synced: 13 Jan 2025
https://github.com/kishore-sr/creditworthy
AI-powered web app built at "Codeathon 2024" IIIT Bangalore
clerk-auth node-js numpy pandas python reactjs streamlit
Last synced: 26 Jan 2025
https://github.com/bsc-dom/npp2nvm
NumPy Persistence to Non-Volatile Memory
numpy nvm persistent-data-structure pmdk
Last synced: 13 Jan 2025
https://github.com/danibcorr/streamlit-sales-suite
📊 An all-encompassing web platform for data analysis and visualization, powered by Streamlit, complemented by an automated item classifier that streamlines the process of label assignment.
data-analysis data-science data-scraping data-visualization deep-learning insights keras machine-learning mlflow mlops numpy pandas plotly python sales sales-analysis streamlit streamlit-dashboard tensorflow
Last synced: 21 Jan 2025
https://github.com/cchandre/confkam
Conjugation method in configuration space for invariant tori of Hamiltonian systems
conjugation hamiltonian hamiltonian-dynamics invariant-tori kolmogorov-arnold-moser numpy python3 scipy
Last synced: 08 Jan 2025
https://github.com/cchandre/quasiperiodic_frenkel-kontorova
Analyticity breakdown for Frenkel-Kontorova Models in quasiperiodic media
dynamical-systems frenkel-kontorova hamiltonian numpy python3 scipy
Last synced: 08 Jan 2025
https://github.com/cchandre/rg
Renormalization for the break-up of invariant tori in Hamiltonian flows
expm hamiltonian hamiltonian-dynamics invariant-tori kolmogorov-arnold-moser numpy python3 renormalization-group scipy
Last synced: 08 Jan 2025
https://github.com/wyllduck/pygame_escapefromgaia
PYGAME / 2018 / university: ETSEIB-UPC / title: 'Escape from Gaia'
matplotlib networkx numpy pygame python3
Last synced: 06 Jan 2025
https://github.com/khadkarajesh/wine-prediction
White and Red Wine classification using logistic regression
airflow airflow-dags classification classification-algorithm data-science dataingestion evidently flask logistic-regression logistic-regression-algorithm machine-learning machine-learning-pipeline mlflow numpy pandas pipeline postgresql python scikit-learn supervised-learning
Last synced: 13 Jan 2025
https://github.com/harmanveer2546/movie-industry
Investigate the film industry to gain sufficient understanding of what attributes to success and in turn utilize this analysis to create actionable recommendations for companies to enter the industry.
business business-analytics dataanalysis datetime matplotlib numpy pandas python seaborn
Last synced: 12 Jan 2025
https://github.com/sjtechdev/fastgrouper
Fast groupby-apply operations in python.
computational groupby groupby-apply groupby-function groupby-method groupby-transformation groupbykey grouping grouping-operations numpy pandas python python3
Last synced: 31 Jan 2025
https://github.com/raj-pulapakura/nn-from-scratch
Neural Network from Scratch using NumPy | MNIST Classification
deep-learning fromscratch machine-learning neural-network numpy
Last synced: 06 Jan 2025
https://github.com/harmanveer2546/credit-card-fraud-detection
The Credit Card Fraud Detection Problem includes modeling past credit card transactions with the knowledge of the ones that turned out to be a fraud. This model is then used to identify whether a new transaction is fraudulent or not. Our aim here is to detect 100% of the fraudulent transactions while minimizing the incorrect fraud classifications.
ann catboost eda lightgbm machine-learning matplotlib neural-network numpy pandas python random-forest seaborn xgboost
Last synced: 12 Jan 2025
https://github.com/ashkarin/ndpatch
Package to extract arbitrary regions from an N-dimensional numpy array assuming it mirrored infinitely.
array data-structures deep-neural-networks image-processing numpy patches region-of-interest
Last synced: 31 Jan 2025
https://github.com/cchandre/vm15d
Hamiltonian fluid reduction of the 1.5D Vlasov-Maxwell equations
fluid-simulation fluid-solver hamiltonian kinetic-modeling mathematica matlab numpy plasma-physics python3 scipy vlasov-equation vlasov-solver
Last synced: 08 Jan 2025
https://github.com/cchandre/kh
Kramers-Henneberger reductions of Hamiltonian dynamics
amo attosecond-physics averaging hamiltonian kramers-henneberger matlab numpy schrodinger-equation strong-field-ionization tdse
Last synced: 08 Jan 2025
https://github.com/cchandre/ocdm
Optical Centrifuge for Diatomic Molecules
amo hamiltonian matplotlib molecular-mechanics numpy python3 scipy symplectic-integrators sympy
Last synced: 08 Jan 2025
https://github.com/ashar97/financial-engineering
Financial Engineering Practicum Assignments
financial-engineering matlab numpy pandas python r yahoo-finance
Last synced: 10 Jan 2025
https://github.com/xmcp/waver
Wave file generator
numpy tkinter wavefile waveform
Last synced: 10 Jan 2025
https://github.com/armahdavi/unsupervised-clustering-ml---pm_source_detection---how-extensive-do-you-cook-or-smoke-
Indoor PM2.5 source detection algorithm using unsupervised clustering ML method (k-means clustering)
climate-data jupyter-notebook kmeans kmeans-clustering matplotlib-pyplot numpy pandas python spyder-python-ide
Last synced: 12 Nov 2024
https://github.com/hamolicious/inversekinematics
Inverse Kinematics implementation in Python and PyGame
inverse-kinematics numpy pygame python
Last synced: 07 Jan 2025
https://github.com/mgobeaalcoba/pandas_y_numpy
Trabajos realizados con estas librerías de Python para manejo de datos.
data-analysis data-science dataset numpy pandas python
Last synced: 20 Jan 2025
https://github.com/mahnoorsheikh16/fds-project-cmse830-credit-card-default-prediction
This project focuses on predicting whether a customer will default on their credit card payment in the upcoming month. Utilizing historical transaction data and customer demographics, the project employs various machine learning algorithms to distinguish between risky and non-risky customers for better credit risk management.
chi-square-test encoding hiplot imblearn json knn-imputer matplotlib numpy pandas pca-analysis pillow plotly robust-scalar scipy seaborn sklearn smote streamlit ttest visualization
Last synced: 17 Oct 2024
https://github.com/mgobeaalcoba/matplotlib_y_seaborn
Aquí dejaré trabajos de visualización realizados con ambas librerías de Python.
data-analysis data-science data-visualization dataset matplotlib numpy pandas python seaborn
Last synced: 20 Jan 2025
https://github.com/amir78729/numpy-system-solution-detector
Linear Algebra course - First Project
echelon-form linear-algebra matrix numpy
Last synced: 18 Jan 2025
https://github.com/scorleos773/three-body-problem-simulator
Three-Body Problem Simulation - A Python-based simulation of the Three-Body Problem with both 2D and 3D visualizations. Uses `matplotlib` and `scipy` to model gravitational interactions and animate orbital trajectories. 🚀🔭
differential-equations matplotlib mplot3d newtonian-mechanics numerical-integration numpy orbital-mechanics python runge-kutta-methods scipy-integrate three-body-problem three-body-simulation
Last synced: 11 Feb 2025
https://github.com/mgobeaalcoba/linear_algebra_for_machine_learning
Explore fundamental linear algebra concepts essential for machine learning in this repository, with code examples and explanations. Get a solid foundation for ML!
machine-learning matplotlib numpy pandas python3 scikit-learn scipy seaborn
Last synced: 20 Jan 2025
https://github.com/g-eoj/cv-tl-keras
Use the cross validation functions from scikit-learn to evaluate image classification transfer learning with Keras models.
cross-validation keras numpy scikit-learn transfer-learning
Last synced: 21 Jan 2025
https://github.com/hamdaniqhmqd/test-deploy-streamlit
dateset machine-learning matplotlib numpy pandas python sklearn-library stremlit
Last synced: 26 Jan 2025
https://github.com/kentlouisetonino/sw-statistics-calculator
A CLI program that compute mean, median, and percentiles.
Last synced: 04 Feb 2025
https://github.com/sun-data/ndfilters
Numba-accelerated, n-dimensional image filters.
filters image-processing n-dimensional numba numpy scientific-computing scipy
Last synced: 12 Feb 2025
https://github.com/dogan-the-analyst/social_media_data_analysis
Data analysis with Python.
data-analysis jupyter-notebook matplotlib numpy pandas python
Last synced: 08 Jan 2025
https://github.com/paulo-santos-ds/rotatividade_de_clientes
A operadora de comunicações InternetGO está interessada em prever a rotatividade de seus clientes (churn). Se for identificado que um usuário está planejando trocar de operadora, a empresa poderá oferecer códigos promocionais e opções de planos especiais para evitar a perda desse cliente.
catboost numpy pandas pyplot python seaborn sklearn
Last synced: 26 Jan 2025
https://github.com/mgobeaalcoba/datacademy
Iré subiendo los distintos desafíos del reto de Platzi llamado Datacademy
anaconda deepnote google-colab jupyter-notebook matplotlib numpy pandas python seaborn
Last synced: 20 Jan 2025
https://github.com/algab/recommedation-content-based
Application of film recommendations from the IMDB database, using as a strategy the content-based recommendation
Last synced: 12 Jan 2025
https://github.com/lintangwisesa/python_recommendation_system
Basic recommendation system using Python & Sklearn
numpy pandas python recommendation-system sklearn
Last synced: 08 Jan 2025
https://github.com/carlolepelaars/skq
Scientific Toolkit for Quantum Computing
numpy python quantum quantum-computing quantum-machine-learning
Last synced: 26 Jan 2025
https://github.com/cr-mao/machine-learning
机器学习笔记
data-analysis data-handling machine-learning math numpy pandas
Last synced: 02 Jan 2025
https://github.com/murodof/nuu_ml_assignments.
This repository contains my Machine Learning assignments source code .
Last synced: 08 Jan 2025
https://github.com/vibhuti03/movie-recommendation-system
anaconda3 jupyter jupyter-notebook matplotlib ml numpy pandas python python-3-7-2
Last synced: 12 Jan 2025
https://github.com/gg7991/data-analysis-with-python-certification-freecodecamp
Challenges for DA with Python Certification on FreeCodeCamp
matplotlib matplotlib-pyplot numpy pandas
Last synced: 26 Jan 2025
https://github.com/anoopgeorge418/my-learnings
Learning Topics Related Data-Science and Web-Development From Complete Scratch.
bokeh bootstrap css folium html matplotlib numpy pandas plotly python scikit-learn seaborn
Last synced: 07 Jan 2025
https://github.com/richecr/projetocrowd4city
Repositório para desenvolver as atividades realizadas para o projeto do LSI - Crowd4City
bert-as-service bi-lstm gensim lda nltk-python numpy numpy-library pandas python sklearn spacy-nlp speech-recognition tf-idf topic-modeling twitter-api web-scraping xgboost youtube-dl
Last synced: 20 Jan 2025
https://github.com/adalbertobrant/macd
Estudando sobre o uso do streamlit com geração de gráficos e dados da B3
bovespa box-plot golden-cross macd numpy python single-moving-average steamlit stocks
Last synced: 09 Nov 2024
https://github.com/toby-sanders-101/mydigits
Everything needed to create a AI bot that can read images
deep-neural-networks image-classification matplotlib numpy opencv pyautogui python
Last synced: 15 Jan 2025
https://github.com/ayuhamaro/py_weight_estimation
體重變化預估
matplotlib numpy pandas python3 scikit-learn scipy
Last synced: 15 Jan 2025
https://github.com/tinsaeabreham45/rnn_numpy
Building Recurrent Neural Network Only Using Numpy
machine-learning nlp nlp-machine-learning numpy rnn rnn-model
Last synced: 04 Feb 2025
https://github.com/joshi-jyoti/heart-disease-prediction
This repository contains a Python-based project for predicting the likelihood of heart disease using a Logistic Regression machine learning model. It leverages a dataset of patient medical information to train and evaluate the model, providing insights into potential diagnoses.🩺
heart-disease-prediction heart-disease-predictor kaggle-dataset machine-learning numpy pandas python scikit-learn
Last synced: 04 Feb 2025
https://github.com/amritakaur-08/smart_attendance_system
The Smart Attendance System is designed to automate the attendance process using facial recognition. Traditional methods of taking attendance can be time-consuming and prone to errors. This project aims to streamline the process by leveraging computer vision technology, allowing for efficient, contactless, and accurate attendance tracking.
asgiref django mysql numpy opencv pillow-library python sqlparse
Last synced: 08 Jan 2025
https://github.com/madhurimarawat/python-for-datascience
This repository contains programs in the python programming language.
array basic-programs conditional-statements csv-files data-structures datatypes exception-handling first-class-functions functions list looping-statements matplotlib numpy object-oriented-programming operators pandas priority-queue python-3 queue stack
Last synced: 15 Jan 2025
https://github.com/imd10/math329-algebraic-method
A Python project for the MATH329 Operations Research course, designed to solve Linear Programming Problems (LPP) using the algebraic method with both CLI and GUI interfaces.
algebraic-method cli gui linear-programming-problem lpp numpy python search-operation
Last synced: 26 Jan 2025
https://github.com/mrbrain295/prime-finder
pip install prime-finder-mammillaria for installation
Last synced: 09 Feb 2025
https://github.com/venky-1710/stress-level-predection
Stress Level Prediction is a web app using machine learning to estimate user stress levels. It takes inputs like anxiety, sleep quality, and academic performance, then predicts stress using a Decision Tree Classifier. Built with Python, Flask, and scikit-learn, it's useful for students, researchers, and those interested in stress management.
css flask html machine-learning numpy pandas python python-sklearn scikit-learn
Last synced: 20 Jan 2025
https://github.com/satyanaryana-merla/financial-analysis-in-loan-analytics
sample datasets containing information about several loans, including details such as loan amount, interest rate, term duration, and other key characteristics. For this project, we need you to calculate a cash flow amortization schedule for each loan,
amortization amortization-schedule bank numpy pandas python
Last synced: 26 Jan 2025
https://github.com/sethios-notebook/__ia_learnig__
Formation Python spéciale Machine Learning francais. Apprendre Python en 30 fichiers qui contiennent une formation sur Numpy, Pandas, Matplotlib, Scipy, Sklearn, Seaborn, H5py, et bien d'autres techniques. Python est le langage d'excellence pour le machine learning, le deep learning, et la data science.
iac machine-learning matplotlib numpy python scikit-learn
Last synced: 13 Feb 2025
https://github.com/emmanuelezenwere/aind-aiprojects
Portfolio of AI projects developed during my Udacity AI Nanodegree, covering Planning AI, Constraint Satisfaction, Hidden Markov Models, and Search algorithms.
alpha-beta-pruning astar-algorithm bellman-equation breadth-first-search constraint-satisfaction-problem depth-first-search hidden-markov-model kalman-filter minmax-algorithm networkx nltk numpy pandas scikit-learn scipy sympy
Last synced: 17 Feb 2025
https://github.com/madhuresh2011/amazon-sales-report-analysis-using-python
This project focuses on analyzing Amazon sales data using Python to uncover insights into sales performance, customer behavior, and product trends
charts cleaning-data data-analysis jupyter-notebook matplotlib numpy pandas python seaborn visualization
Last synced: 02 Feb 2025
https://github.com/busraozdemir0/data_analysis_apps
Data analysis and data visualization applications with python
data-analysis data-analysis-python data-visualization matplotlib matplotlib-figures matplotlib-pyplot numpy numpy-python pandas pandas-dataframe pandas-library
Last synced: 02 Feb 2025
https://github.com/mr-chang95/ibm_recommendation_system
Data Science Project for Udacity's Data Scientist Program. Using Python in Jupyter Notebook.
experimental-design ibm-watson machine-learning numpy pandas recommendation-engine recommendation-system udacity-data-science-nanodegree
Last synced: 26 Jan 2025
https://github.com/guiferviz/happyml
Machine Learning Python library for academic purposes.
deep-learning deep-neural-networks learning machine-learning machine-learning-algorithms neural-network neural-networks numpy
Last synced: 09 Feb 2025
https://github.com/udityamerit/all_mlpackages
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: 31 Oct 2024
https://github.com/haloapping/sharing-tipis-tipis
#sharingtipistipis 📗 catatan ketika belajar machine learning, deep learning dan masih banyak lagi.
caring deep-learning machine-learning numpy pandas scikit sharing
Last synced: 06 Jan 2025
https://github.com/haloapping/ml-workflow
Template alur kerja machine learning.
mahine-learning numpy pandas python3 scikit-learn
Last synced: 06 Jan 2025
https://github.com/wkrzywiec/polish-crops
Machine learning project to find out if price of a wheat in Poland depends on a weather.
decision-tree-regression eurostat imgw jupyter-notebook linear-regression machine-learning matplotlib-pyplot numpy pandas pipenv poland polynomial-regression python random-tree regression-models scikit-learn support-vector-regression
Last synced: 09 Feb 2025
https://github.com/rhazra-003/plotting_practice
Plotting using matplotlib and numpy
jupyter-notebook matplotlib numpy plotting-in-python python statistics
Last synced: 25 Jan 2025
https://github.com/apoorva-info/cognitive-load-using-blink-rates
Analyzing blink rates and task performance to measure cognitive load during digital span tasks using a custom Python tool.
matplotlib numpy pandas python
Last synced: 05 Jan 2025
https://github.com/miladsade96/numpy_and_algebra
Introduction to numpy and linear algebra
algebra linear-algebra matrices numpy tensor vectors
Last synced: 03 Jan 2025
https://github.com/pradipece/insurance_data_analysis_ml
This project approach defines the terms machine learning and linear regression ML algorithm in the context of real-time problem-solving.
data-science data-visualization database machine-learning matplotlib numpy pandas python python3
Last synced: 02 Feb 2025
https://github.com/amirhnajafiz-university/s7dc01
Final project of Data Communications course
data-communication matplotlib modulation numpy python scipy signal signal-processing
Last synced: 17 Feb 2025
https://github.com/biantris/graph-python
Graph sin vs cos using matplotlib and numpy
matplotlib numpy python python3
Last synced: 26 Jan 2025
https://github.com/burhanahmed1/data-analysis-with-python
Data-Acquisition and Basic Insights, Data Wrangling, Exploratory Data Analysis (EDA), and Training Prediction Models(Machine Learning) on two datasets.
data-analysis data-aquisition data-insights data-science data-wrangling dataanalytics datascience-machinelearning eda exploratory-data-analysis machine-learning-models matlpotlib numpy pandas practice-programming prediction-model python scikit-learn scikitlearn-machine-learning seaborn
Last synced: 06 Jan 2025
https://github.com/akshay-rajan/expertsystem
A User Interface for Data Preprocessing, Building and Testing Machine Learning Models.
bootstrap d3js django javascript jquery machine-learning numpy pandas plotly sklearn
Last synced: 06 Jan 2025
https://github.com/kartikeya443/handgesture_detection_opencv
A Computer Vision based model trained on data sets of over 300 inputs for a particular gesture is able to detect and identify human hands gestures effortlessly and is able to track the coordinates for further modifications in its usage for controlling devices like mouse and windows (control features are in development).
deep-learning mediapipe numpy opencv tensorflow
Last synced: 16 Feb 2025
https://github.com/ryanfranklin237/data-science-ml
trained machine learning models to give accurate classifications,predictions and recommendations
jupyter-notebooks kaggle keras logistic-regression naive-bayes-algorithm numpy pandas python scikitlearn-machine-learning tensorflow
Last synced: 17 Feb 2025
https://github.com/arif-miad/loan-application-risk-prediction-
Comparing multiple classification models for performance 🎯
data-science feature-engineering machine-learning matplotlib numpy pandas python random-forest-classifier regression seaborn
Last synced: 17 Feb 2025
https://github.com/rafinhadufluxo/calculonumerico
Trabalhos de Cálculo Numérico UFFS 📐📊
calculate-numbers exercices matematica mathematical-modelling matplotlib-figures numpy python3 student
Last synced: 17 Feb 2025
https://github.com/hpennington/mono-visual-odometry
Monocular Visual Odometry in NumPy
computer-vision numpy opencv python
Last synced: 20 Jan 2025
https://github.com/akshay-kamath/visual-privacy-protection
An AI based application designed to protect visual privacy by anonymizing faces and obfuscating sensitive textual information (PII) in both images and videos
ai caffemodel computer-vision deep-learning nlp numpy ocr opencv pillow python3 tkinter
Last synced: 13 Jan 2025
https://github.com/sreejabethu/cost-of-living-index-globally
This Streamlit app is a data visualization tool that allows users to explore and compare the cost of living indices across different countries. The app takes in a dataset of cost of living indices for various countries and provides an interactive interface for users to select specific indices and countries to visualize.
bargraphs costofliving costoflivingindex datavisualization index matplotlib-pyplot numpy pandas-dataframe plotly python seaborn streamlit-webapp
Last synced: 26 Jan 2025
https://github.com/k4u5h4l/curve-fitting-from-scratch
A regression curve fitted on some points and implemented from scratch using python.
curve-fitting jupyter-notebook numpy python regression
Last synced: 06 Jan 2025
