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: 2026-06-23 00:21:44 UTC
- JSON Representation
https://github.com/ahammadshawki8/numpy-journey
π Welcome to the journey with NumPy! From this repository, You can learn all about Numpy. β
array beginner-friendly math numpy python
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https://github.com/vidyasagarmsc/pydataflownote
As I explore Python libraries....
jupyter-notebook numpy python pytorch scikit-learn scipy tensorflow
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https://github.com/syedaanif/ds-ml-pyhton
This repo contains learnings about Data Science and Machine Learning using Python
artificial-intelligence data-science machine-learning matplotlib numpy pandas plotly python seaborn
Last synced: 07 Apr 2026
https://github.com/nirmalyabag20/book-recommended-system
A system built using content-based and collaborative filtering algorithms to suggest books. It displays the top 50 books and provides recommendations based on a given book name. Includes functionality to view detailed information about a recommended book, along with related books.
flask html jupyter-notebook machine-learning matplotlib numpy pandas pycharm python seaborn
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https://github.com/mnitin-reddy/reducing-review-overhead-with-ml-based-application-screening
A machine learning classification project to filter out low-probability visa applications using historical data. It features an end-to-end implementation with CI/CD on AWS, achieving 93% accuracy with a KNN model optimized through Optuna, alongside integration of MLOps tools like Evidently and MLflow.
aws docker githubactions hypothesistesting machinelearning matplotlib mlflow mlops mongodb numpy optuna pandas python scikit-learn seaborn
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https://github.com/csirmaz/hypergeometry
Geometric tools for an arbitrary number of dimensions
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https://github.com/vidhi1290/text-classification-model-with-attention-mechanism-nlp
This Python project utilizes PyTorch to perform text classification with an attention mechanism. Pre-trained GloVe embeddings are processed for word representation, and a custom attention model is trained on consumer complaint data to categorize complaints into product categories.π―
attention-mechanism deeplearning machine-learning nlp nltk numpy pandas python pytorch scikit-learn text-classification tqdm
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https://github.com/vortexv7/engagevision-yt
Thumbnail Engager is a Streamlit-based web app that uses AI to analyze YouTube thumbnails, providing actionable feedback to improve engagement. Upload a thumbnail to get insights on its strengths, weaknesses, and tips for maximizing views. Perfect for creators looking to optimize their visuals!
gcp numpy pandas python3 streamlit streamlit-cloud tensorflow youtubeapiv3
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https://github.com/nikita620/phishing-website-detection-by-machine-learning-techniques
Phishing is one of the familiar attacks that trick users to access malicious content and gain their information. In terms of website interface and uniform resource locator (URL), most phishing webpages look identical to the actual webpages. Various strategies for detecting phishing websites, such as blacklist, heuristic, Etc.
bagging boosting decision-trees numpy pandas python random-forest sckiit-learn sql
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https://github.com/nelsontanko/face-recogition-system
This is a student face recognition system for attendance taking. Built with Opencv, face_recognition, redis and Flask for the frontend
face-recognition flask numpy opencv python redis
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https://github.com/abdullokhonz/python_lessons
Python lessons are here.
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https://github.com/alisonmitchell/boston-housing
Investigation of the Boston housing dataset to evaluate, train and test a regression model to predict house prices.
data-science machine-learning matplotlib numpy pandas python scikit-learn scipy seaborn
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https://github.com/rasbeetech/loan-calculator
Tkinter framework application
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https://github.com/louis-finegan/convection-diffusion-models-finite-difference-method-python3
Applying the finite-difference method to the Convection Diffusion equation in python3. Examples included: One dimensional Heat equation, Transport equation, Fokker-Plank equation and some two dimensional examples.
convection-diffusion finite-difference-method fokker-planck-equation heat-equation jupyter-notebook mathematical-modelling matplotlib matplotlib-animation numpy python3 transport-equation
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https://github.com/huichuanli/play-with-linear-algebra
use python3 and Numpy to realize my personal linear Algebra library
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https://github.com/docsallover/real-time-object-detection
Real-Time Object Detection with Single Shot MultiBox Detector (SSD)
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https://github.com/ayaanjawaid/vizualite
Vizualite allows you to upload dataset and clearly view the attributes and allows you to create vizualizations, you can also download dataset.
matplotlib numpy pandas python3 streamlit
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https://github.com/xmcp/waver
Wave file generator
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https://github.com/alibowndyn/flickerforge
A customizable image and GIF generator mimicking old television static, offering control over colors, blur, dimensions, pixel size, and many more.
Last synced: 05 May 2026
https://github.com/athul64/exploratory-data-analysis
To preprocess and analyze the given employee dataset, present the findings graphically, and derive meaningful insights to help better understand the companyβs workforce.
colab-notebook data-analysis data-visualization matplotlib numpy pandas python seaborn statistical-analysis
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https://github.com/mattdelaune/saas_cohort_analysis
This project analyzes customer segmentation and behavior using data science and cohort analysis. Key metrics like CRR, NRR, CLR, and CLV are examined through detailed charts, including the cohort layer cake and CLR vs. CLV cost efficiency analysis. Exploratory Data Analysis and systematic data manipulation reveal actionable insights.
anaconda git jupyter-notebook matplotlib numpy pandas python saas-data sales-data sales-data-analysis-project seaborn
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https://github.com/jbayardo/aa-tp1
Machine learning on spam
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https://github.com/letiziaia/dsp_2021
Basic Python code snippets for data science students
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https://github.com/hansalemaos/cythoncartesian2
Cartesian Product for NumPy - 40x faster than NumPy + itertools.product
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https://github.com/surtecha/multi-physics-simulation-engine
A real world physics simulation application built with python
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https://github.com/thamirisq/data_analysis_culinary_journey
Project to analyze key information from Culinary Jorney, a marketplace Company, and develop an initial strategy to lead the entire team effectively.
folium-maps groupby-method jupyter-notebook markercluster marketplace-ds matplotlib-pyplot numpy pandas pandas-dataframe streamlit
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https://github.com/kumartusha/data_scientist-ai-ml-_training_anudip_foundation
Anudip Foundation Data Analytics Training π A repository containing projects, assignments, and coursework from the Anudip Foundation Data Analytics training program. This includes work on: π§Ή Data Cleaning & Preprocessing π Data Visualization & EDA π Statistical Analysis
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https://github.com/nemeslaszlo/titanic-logistic-regression
This notebook covers a simple analysis with logistic regression on the popular titanic dataset.
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https://github.com/rex-8/mnist-4-layer
Implementing a 4 layer neural to identify digits from a 28x28 grid using just python and numpy
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https://github.com/khaledkamr/image-classification
A deep learning project using CNNs to classify fruits and vegetables images, built with TensorFlow and Keras, showcasing image recognition and model training.
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https://github.com/mthiboust/array2image
Converts a Numpy array to a PIL image.
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https://github.com/bbergerud/faraday_complexity
Classifying complex Faraday sources with Keras
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https://github.com/doondi30/ghiblify-animeganv3
A creative tool that generates beautiful Ghibli-style artwork from your image input.
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https://github.com/kshitijshrivastava1903/data-science-and-machine-learning-projects
Used supervised and unsupervised machine learning algorithms for classification and regression tasks on real datasets
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https://github.com/subhash3/neural_net_using_numpy
Feed Forward Neural Networks using Numpy
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https://github.com/lunastev/flowmodel
FlowModel is a lightweight and extensible machine learning framework designed for beginners to easily experiment with AI development through a modular plugin architecture.
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This notebook tries to predict Ahmedabad's weather using historical trends
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https://github.com/localhostpib/pythonplayground
Playground of destruction :-D
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https://github.com/georgehanymilad/heart-disease-detection
Machine Learning Project
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https://github.com/kentlouisetonino/sw-statistics-calculator
A CLI program that compute mean, median, and percentiles.
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https://github.com/quantum-software-development/qiskit
qiskit circuits on IBM Quantum
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https://github.com/simran1002/strip-analyzer
The Strip Color Identification is used to analyze images of urine strips uploaded by users. Using computer vision techniques, particularly leveraging OpenCV, the interface identifies and extracts the colors present on the strip.
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A Python-based matrix calculator for performing operations like addition, multiplication, inverse, determinant, eigenvalues, diagonalization, and matrix functions using NumPy, SymPy, and SciPy.
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https://github.com/msthamizh/bizcardx-extracting-business-card-data-with-ocr
Developing a Streamlit application that enables users to upload business card images and extract key details using easyOCR. The app allows users to manage the extracted data (view, update, delete) and securely stores it in a MySQL database. It also highlights extracted text directly on the business card image using Pillow.
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https://github.com/lakhidaksh-01/carinsightanalyzer
Interactive Car Ratings & Insights
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https://github.com/melihcanndemir/3d-fractal-explorer
Interactive 3D visualization tool for exploring the mesmerizing world of Mandelbrot and Julia fractals. Built with Python, OpenGL and PyQt5, offering real-time animation and intuitive controls.
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Increase agricultural productivity and sustainability by offering a smart farming assistant that helps farmers make data-driven decisions to optimize resource use and crop management.
hackathon-project machine-learning numpy pandas python scikit-learn
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https://github.com/johndev19/data-visualization-tool
A Python-based application for generating various types of charts and graphs from user-input data.
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https://github.com/mchenryspagg/outlier-detection-in-election-data
This project aims to examine possible voting irregularities in Nigeria's 2023 election, focusing on alleged vote manipulations by INEC. It seeks to ensure election transparency by identifying polling units with results that significantly differ from nearby units.
geographic geographical-information-system geospatial-analysis geospatial-data latitude-and-longitude matplotlib-pyplot numpy outlier-detection pandas python seaborn
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https://github.com/jaffar-hussein/python-pdb-parser-and-analysis
A Python-based parser and analysis tool for Protein Data Bank (PDB) files. The project aims to facilitate the manipulation of PDB files, enabling users to extract and compute various structural properties of proteins, such as counting amino acid residues and calculating distances between atoms.
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https://github.com/chaitanya1436/student_performance_analysis
A project focused on analyzing college student performance using data on department, assessment scores, and performance labels. Implemented in Google Colab, the analysis includes data preprocessing, feature scaling, and exploratory data analysis to uncover insights and prepare the data for further analysis or modeling.
ata-preprocessing data-preparation exploratory-data-analysis feature-scaling google-colab numpy pandas scikit-learn
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https://github.com/emersonpenelli/100-days-of-code-with-python
RepositΓ³rio da jornada de 100 dias codando em Python.
100daysofpython flask numpy pandas plotly python selenium-webdriver sqlite tkinter
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https://github.com/yashika-malhotra/micromobility-service-provider---hypothesis-testing
Examined factors influencing demand for micro-mobility shared electric cycles Performed exploratory analysis and hypothesis testing, revealing the distinct influence of weather-season association on hourly counts
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https://github.com/sumitgirwal/diabetes-linear-regression-ml
This is a simple diabetes checker machine learning test model, build with linear regression in Python , Matplotlib, NumPy, and sklearn. Diabetes is built in a dataset within the sklearn library. Where first you train the model then you apply a test to see how the output/result is approximate/good or change something in the model.
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https://github.com/santiagoenriquega/custom_ensemble_learning
This repository focuses on building a random forest classifier and regressor as well as a gradient boosted regressor, building them from scratch using only NumPy for faster array processing.
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Last synced: 15 May 2026
https://github.com/upul/chocolate-quality-analysis
This repository contains a Jupiter notebook which describes how to use basic machine learning tools such Scikit-Learning, Pandas, and Numpy for buiding models.
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https://github.com/muhozgu/bi_image_classifier
Binary image classifier (dogs vs cats) using a convolutional neural network (CNN)
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Last synced: 07 Apr 2026
https://github.com/intelpython/mkl_umath
Package implementing NumPy's UFuncs based on SVML and MKL VML
Last synced: 22 Jun 2025
https://github.com/prajwalchapke055/sih-1505---smart-india-hackathon-2023
Problem Statement : Aerial Location of Hazardous Atmosphere in Industries (Ministry of Home Affairs).
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https://github.com/ayisha-mohammed/freecodecamp_data_analysis_projects
freeCodeCamp-Data_Analysis projects using python
matplotlib-pyplot numpy python scikit-learn seaborn-plots
Last synced: 07 May 2026
https://github.com/nikorasu/snakeai
WIP project to use machine learning to play Snake!
ai deep-learning dqn educational machine-learning ml neural-network numpy pytorch q-learning reinforcement-learning snake-game supervised-learning supervised-machine-learning terminal
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https://github.com/camilajaviera91/prediction-of-housing-prices-using-linear-regression
This project provides tools to search for datasets on Kaggle, download and preprocess them, and perform predictions using a Linear Regression model. It includes interactive text-based user interfaces built with `curses`.
curses kaggle linear-regression matplotlib-pyplot mean-absolute-error mean-square-error numpy pandas pathlib python scikit-learn train-test-split
Last synced: 10 Apr 2026
https://github.com/mdaiyub/covid-19-detection
The emergence of Coronavirus Disease 2019 (COVID-19) in early December 2019 has caused immense damage to health and global well-being. Currently, there are approximately five million confirmed cases and the novel virus is still spreading rapidly all over the world. The chest X-ray images along with emerging Artificial Intelligence (AI) methodologies, in particular, Deep Learning (DL) algorithms have recently become a worthy choice for early COVID-19 screening. This work proposes a DL-assisted automated method using X-ray images for the early diagnosis of COVID-19 infection. We evaluate the effectiveness of the pre-trained Convolutional Neural Network (CNN) model. The model has been validated on publicly available chest X-ray images and it is obtained by CNN with an accuracy of 97.26%. This study will be useful for researchers to think about the design of more effective CNN-based models for early COVID-19 detection.
backend early-stopping global keras matplotlib modelcheckpoint numpy os pandas tensorflow
Last synced: 02 Apr 2026
https://github.com/nomadsdev/frequency-insight
SoundFreqAnalyzer: A Python tool to record audio, analyze frequencies, and save results.
audio-analysis audio-recording audio-tool data-visualization fft frequency-analysis keyboard-python numpy pyaudio python scipy signal-processing sound-engineering
Last synced: 21 Feb 2026
https://github.com/fatma-moanes/machine-learning-labs
My implementation for the labs of the Machine Learning course that I studied in my university, Zewail City.
bootstrap data-analysis data-science deep-learning keras knn-classification linear-regression logistic-regression machine-learning machine-learning-algorithms matplotlib ml neural-networks numpy pandas pca preprocessing python seaborn svm-classifier
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https://github.com/asanka-j/machine_learning_exercises
Machine learning Self study Python & R
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https://github.com/guilhermebit/movie-suggestions-using-k-nearest-neighbors
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algorithms data-science euclidean-distance knn machine-learning matplotlib numpy pandas python
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https://github.com/nirmalvatsyayan/data-analyst-nanodegree
Udacity data analyst nanodegree project submissions and learning
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https://github.com/harshita2234/breast-cancer-prediction
A machine learning project to predict breast cancer using logistic regression. This project includes data preprocessing, feature scaling, model training, and evaluation, based on a guided project from Coursera.
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Last synced: 12 Apr 2026
https://github.com/paulo-santos-ds/dados-telefonia
Este projeto tem como objetivo desenvolver um modelo que possa analisar o comportamento do cliente e recomendar um dos planos mais recentes de uma companhia telefΓ΄nica fictΓcia.
matplotlib numpy pandas python3 sklearn
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https://github.com/hansalemaos/cythonunique
Fast implementation of unique elements in an array - up to 30x faster than NumPy
Last synced: 28 May 2026
https://github.com/animesh-ghosh/summer-training
Work done during Summer Training with OSAHub.
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https://github.com/aymen016/data-visualization
A collection of data analysis projects using Python, covering various datasets and domains. Includes EDA, preprocessing, data visualization (Matplotlib/Seaborn), and Power BI dashboards.
dashboard eda jupyter-notebook matplotlib-pyplot matplotlib-python numpy pandas pandas-dataframe powerbi python seaborn seaborn-python visualization
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https://github.com/403errors/offset-to-hydrostatic-curve
Group project for making hydrostatic curves from the given ship offset table using python libraries
data-visualization matplotlib-pyplot numpy python3 sklearn
Last synced: 10 May 2026
https://github.com/dhruvv1402/ai-based-realtime-hand-detection-using-opencv-and-mediapipe
A real-time AI system for detecting and tracking hands using Python, OpenCV, and Mediapipe. This project demonstrates how to identify hand landmarks and extract gesture data for further applications like gesture control, sign language interpretation, and more.
mediapipe numpy opencv os python python3 time
Last synced: 12 Apr 2026
https://github.com/rekha0suthar/e-commerce-shopper-s-behaviour-understanding
Understand the online shopper purchasing pattern through Machine learning
data-analysis data-preprocessing data-visualization logistic-regression machine-learning numpy pandas python3 scikit-learn seaborn-plots
Last synced: 12 Apr 2026
https://github.com/satvikpraveen/fashionmnist-analysis
A comprehensive analysis of the Fashion MNIST dataset using PyTorch. Covers data preparation, EDA, baseline modeling, and fine-tuning CNNs like ResNet. Includes modular folders for data, notebooks, and results. Features CSV exports, visualizations, metrics comparison, and a requirements.txt for easy setup. Ideal for ML workflow exploration.
computer-vision confusion-matrix convolutional-neural-networks deep-learning-algorithms exploratory-data-analysis fashion-mnist-dataset fine-tuning hyperparameter-tuning image-classification jupyter-notebook machine-learning-algorithms matplotlib-pyplot model-evaluation numpy pandas pytorch resnet-18 scikit-learn seaborn vgg
Last synced: 22 Apr 2025
https://github.com/osx-rsplug-a/py_studies
Python studies
math matplotlib numpy pandas python
Last synced: 12 Apr 2026
https://github.com/nikita-data/unit_economics_projects
unit economics & cohort analysis projects
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Last synced: 06 Jan 2026
https://github.com/nikita-data/eda_projects
Exploratory data analysis projects
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Last synced: 06 Jan 2026
https://github.com/moinak-majumdar/fake-currency-detection
Indian fake currency detecting mobile application.
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Last synced: 12 Apr 2026
https://github.com/lasithaamarasinghe/movie-recommender-system
This ML model recommends movies that may align with the user's preferences based on TF-IDF matrix.
jupyter-notebook machine-learning movie-recommendation movielens-dataset numpy pandas python regex scikit-learn tf-idf-vectorizer
Last synced: 12 Apr 2026
https://github.com/hansalemaos/cythonfastsort
C++ parallel sorting algorithms through Cython - up to 8 times faster than NumPy
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Last synced: 04 Feb 2026
https://github.com/shreeyas-48/creditcardfrauddetection
Project for detecting credit card frauds using neural networks and logistic regression
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Last synced: 12 Apr 2026
https://github.com/Willie-Conway/Data-Science-Tools-and-Ecosystem
π§ Explore essential Data Science π§ͺ tools, π§° libraries, and π Python arithmetic basics β perfect for beginners!
data-science jupyter keras notebooks numpy pandas python pytorch
Last synced: 12 Jun 2025
https://github.com/antonio-f/building_a_recurrent_neural_network_step_by_step
Building a Recurrent Neural Network Step by Step
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https://github.com/anish202020/real-time-emotion-face-detection
The primary purpose of this website is to detect emotions in real-time using facial expressions captured via a camera.
fer keras numpy opencv python streamlit tensorflow
Last synced: 12 Apr 2026
https://github.com/mchenryspagg/analysis-of-car-repair-shop-operations
This project presents a comprehensive data analysis of a car repair shop's operations, utilizing an extended dataset of sales receipts.
dataanalysisusingsql datavisualization matplotlib-pyplot mysql mysql-database mysqlconnector numpy pandas python salesanalysis seaborn sql
Last synced: 07 Jan 2026
https://github.com/ngirimana/ml_knn
Welcome to the KNN Project! This will be a simple project very similar to the lecture, except you'll be given another data set. Go ahead and just follow the directions below.
artificial-intelligence knn-algorithm knn-classification knn-classifier machine-learning matplotlib numpy pandas python3 searbon
Last synced: 12 Apr 2026
https://github.com/bunu23/image-classification-resnet50-streamlit
This project demonstrates an image classification system using ResNet50, fine-tuned on a custom dataset. It includes a Streamlit application for user interaction, allowing image uploads and classification results. It integrates Google's generative AI models for enhanced analysis.
cnn deep-learning generative-ai keras matplotlib numpy pillow python resnet-50 streamlit tensorflow
Last synced: 07 Apr 2026
https://github.com/gracysapra/pandas-numpy-data-visualisation
This repository contains essential Python scripts and notebooks for data analysis and visualization. It includes: pandas: Data manipulation and analysis, including operations on series and dataframes. NumPy: Efficient numerical computations and array processing. Data Visualization: Creating insightful visualizations using Matplotlib and Seaborn.
data-science data-visualization matplotlib numpy numpy-arrays pandas pandas-dataframe pandas-series seaborn
Last synced: 07 May 2026
https://github.com/kavayk29/quora-duplicate-question-pair
This project improves information retrieval by detecting duplicate question pairs in the Quora dataset using data exploration, text preprocessing, feature engineering, and models like Random Forest and LSTM, aiming to streamline question-answering.
beautifulsoup4 bilstm gensim keras lstm matplotlib numpy pandas pytorch random-forest seaborn sklearn tensorflow xgboost
Last synced: 21 Jan 2026
https://github.com/felixsoderstrom/perceptron-for-ocr
Training an AI model to recognize handwritten digits
ai backpropagation machine-learning neural-network numpy pytorch
Last synced: 23 Apr 2025
https://github.com/mohidex/analyze-movie-rating
Analyzing the distributions of IMDB and Metacritic movie ratings to see if we find anything interesting. To do this, first scrape data for over 2000 movies from imdb website.
beautifulsoup4 jupyter-notebook matplotlib numpy pandas python3 requests webscraping
Last synced: 20 Apr 2026
https://github.com/abtaaahi/smartxi
SmartXI β A Streamlit app to recommend football teams based on budget, formation, and style, plus predict player market values using machine learning models. Easy setup and interactive visualizations included.
machine-learning machine-learning-algorithms numpy pandas plotly python random-forest streamlit
Last synced: 13 Apr 2026
https://github.com/manjillama/machine-learning-101
Introduction to machine learning, conda environment, Jupyter Notebook, Pandas, NumPy and Matplotlib.
conda-environment jupyter-notebook machine-learning matplotlib numpy pandas python
Last synced: 13 Apr 2026