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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.

https://github.com/marcelwinterot/nano-keras

Deep learning library inspired by Keras

keras machine-learning machine-learning-library numpy python

Last synced: 09 Feb 2025

https://github.com/prashver/movie-recommendation-system

This recommendation system employs content-based filtering and NLP preprocessing to suggest similar movies based on user preferences and movie data. It fetches movie posters via APIs and is deployed on Streamlit for easy access.

api-request natural-language-processing nltk-python numpy pandas recommender-system streamlit-deployment text-preprocessing

Last synced: 14 Jan 2025

https://github.com/dev-ev/julia-vs-python-ms-scripting

Performance of Julia and Python for reading and matching mass spectrometry data

benchmarking julia mass-spectrometry numpy performance-testing proteomics-data-analysis python

Last synced: 20 Jan 2025

https://github.com/srikanth284/healthbot-ml

HealthBotML is an intelligent healthcare companion powered by machine learning (ML) and artificial intelligence (AI). With HealthBotML, you can seamlessly check your Body Mass Index (BMI) and engage in informative conversations about various diseases.

bmi-calculator bootstrap chatbot css duckduckgo flask-application flask-sqlalchemy html javascript jinja2 jinja2-template joblib machine-learning nltk numpy openpyxl pandas python3 scikit-learn-pipelines torchvision

Last synced: 06 Jan 2025

https://github.com/prashver/house-prices-prediction

Utilizing the House Prices Dataset , this project predicts home prices through a Jupyter notebook-based data science pipeline. It includes exploratory data analysis, cleaning, feature engineering, and modeling. The project explores diverse aspects of residential homes to understand price influences beyond traditional factors.

machine-learning matplotlib numpy pandas regression-models scikit-learn seaborn

Last synced: 14 Jan 2025

https://github.com/quantum-software-development/limits-calculus-i

✍️ Math Calculus I - Limits and Derivatives Exercises - AI Data Science - PUCSP University

calculus derivative django latex-code leonardo-ai limits mathpix maths numpy overleaf python3 rest-api

Last synced: 21 Jan 2025

https://github.com/jwest951227/aiSocialGood

The rise of social media and online communities creates safe and anonymous spaces for individuals to share their thoughts about their mental health and express their feelings and sufferings in online communities. To prevent suicide, it is necessary to detect suicide-related posts and user's suicide ideation in cyberspace by natural language process

flask gpt4 numpy python tensorflow

Last synced: 13 Jan 2025

https://github.com/mankoff/gdb_fortran_tools

Tools to help debug Fortran code with gdb - plotting, saving, and Numpy functions.

debug debugger debugging fortran gdb numpy python

Last synced: 06 Nov 2024

https://github.com/ksharma67/heart-failure-prediction

This problem is a typical Classification Machine Learning task. Building various classifiers by using the following Machine Learning models: Logistic Regression (LR), Decision Tree (DT), Random Forest (RF), XGBoost (XGB), Light GBM and Support Vector Machines with RBF kernel.

auc-roc-curve auc-roc-score decision-trees eda eli5 gridsearchcv lightgbm lime logistic-regression numpy pandas python random-forest seaborn shap skit-learn sklearn svm xgboost

Last synced: 25 Dec 2024

https://github.com/zceemja/si-base

A basic python package that converts numerical strings with units to base units

conversion jax numpy python scientific scipy

Last synced: 26 Jan 2025

https://github.com/kumaranand05/stock-trading-screener

Stock Screener to perform time-series analysis of NSE listed stocks in real-time and generate actionable trading signals.

finance numpy pandas python time-series-analysis trading

Last synced: 06 Nov 2024

https://github.com/harveyrdonnelly/maclaurin-series-models

A library of interactive Maclaurin Series Mathematical Models written in Python, including trigonometric and exponential functions.

maclaurin-series mathematical-modelling mathematics mathematics-education matplotlib numpy python python3 seaborn

Last synced: 19 Dec 2024

https://github.com/gitaditee/extended-kalman-filter-algorithms

Kalman filter is an algo for estimating the state of a system for position and the speed of a car using past observation and current un- noising measurement of the system.

algorithms numpy python3

Last synced: 22 Jan 2025

https://github.com/timudk/introduction_to_mcmc

A brief introduction to Markov chain Monte Carlo methods

markov-chain markov-chain-monte-carlo matlplotlib numpy python stochastic

Last synced: 22 Dec 2024

https://github.com/xpcosmos/classificao-multilabel

Nesse projeto utilizei as bibliotecas e ferramentas mais populares para resolução de um problema de identificação de tags em discursões do StackOverFlow. Através de técnicas de NLP, os dados textuais foram transformados e realizada a aplicação dos algoritmos de classificação de múltiplas labels.

labels matplotlib multilabel-classification numpy pandas python seaborn sklearn

Last synced: 14 Jan 2025

https://github.com/shruagarwal/magical_image_art

Try this Streamlit App and receive three different styled effects out of an Image! 😉🌈

numpy opencv-python pillow python streamlit

Last synced: 21 Jan 2025

https://github.com/msjahid/data-science-projects

A collection of data science projects featuring techniques and methodologies for data preprocessing and exploratory analysis.

matplotlib numpy pandas plotly python seaborn

Last synced: 22 Nov 2024

https://github.com/yashika-malhotra/data-exploration-and-visualization-for-streaming-platform

Data Analysis and Visualization for streaming platform to provide insights and recommendations to improve their userbase.

colab-notebook data data-visualization jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 14 Jan 2025

https://github.com/yashika-malhotra/cardioflex-treadmill-analysis-using-descriptive-statistics-probability

Description Analysis and Visualization on CardioFlex Treadmill data to provide insights and recommendations to improve their userbase.

colab-notebook data data-visualization jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 14 Jan 2025

https://github.com/grachale/orb_detector

The implementation of part of the ORB (Oriented FAST and Rotated BRIEF) pipeline. The ORB consists of the feature detector and feature descriptor that detect and describe reproducible and discriminative regions in an image. Those, in turn, can be matched between pairs of images for correspondence search, 3D reconstruction, and so on.

image-processing keypoints-detector numpy orb python

Last synced: 13 Jan 2025

https://github.com/mkashirin/scratches

Scratches is a project, which provides a comprehensive guide to creating deep learning models from scratch using Python and NumPy.

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks from-scratch machine-learning machine-learning-algorithms numpy python

Last synced: 06 Nov 2024

https://github.com/gourab-sinha/zomato-data-analysis

This project is all about analysing Zomato Data using Python Packages.

numpy pandas python3 restfulapi

Last synced: 25 Nov 2024

https://github.com/gandhasiri-rahul-mohan/random-forests-q1-fraud_check

Use Random Forest to prepare a model on fraud data treating those who have taxable_income <= 30000 as "Risky" and others are "Good"

data-science machine-learning numpy pandas python random-forest

Last synced: 14 Jan 2025

https://github.com/onurtemizkan/tsm-genetic-algorithm

Simple implementations of Genetic Algorithm on Traveling Salesman Problem

combinatorics genetic-algorithm numpy travelling-salesman-problem

Last synced: 30 Dec 2024

https://github.com/dlr-eoc/ukis_sat2h5

Convert geospatial satellite images to H5 arrays and back keeping the spatial extent.

array dask deep-learning geospatial hdf5 numpy python python3 raster satellite-imagery tiff

Last synced: 24 Jan 2025

https://github.com/marcogdepinto/dogs-vs-cats

Deep learning to classify if a picture contains a Dog or a Cat using Python, OpenCV, Keras.

deep-learning deep-learning-tutorial deep-neural-networks image-classification keras numpy opencv python python3

Last synced: 06 Jan 2025

https://github.com/muzammil-13/mimlrepo

Data Analysis using Python Machine Learning Libraries

data-analysis data-science machine-learning numpy pandas python python-library

Last synced: 16 Jan 2025

https://github.com/celilselcuk/skin-cancer-detector

A CNN model to distinguish whether a skin lesion is malignant or benign: cancerous or not. Trained on 1500 images for both benign and malignant classes attained from the ISIC skin condition dataset with over 84% accuracy and 93 F1 score.

benign-skin-lesions cancer-detection cnn-keras cnn-model flask image-classification malignant-skin-lesions medicalimaging numpy python tensorflow webapp

Last synced: 05 Nov 2024

https://github.com/andresmg07/landscape-recognizer

Supervised ML classification algorithm implemented through pattern recognition techniques and statistical methods.

artificial-intelligence machine-learning numpy opencv pattern-recognition python statistical-methods

Last synced: 30 Jan 2025

https://github.com/nafisalawalidris/data-visualization-with-python

In the final project of Data Visualisation with Python, you create impactful visualizations using popular libraries like Matplotlib, Seaborn, and Plotly. Apply skills learned throughout the course to analyze real-world data, effectively communicate insights, and enhance your data visualisation proficiency.

dash dashboards data-visualization folium jupyter-notebook matplotlib numpy python seaborn

Last synced: 23 Jan 2025

https://github.com/shreyansh055/time-series-forecasting_055

The Time Series Forecasting Project predicts future trends using historical data with Python, Pandas, and models like ARIMA, LSTM, and Prophet, focusing on scalable, accurate forecasting for business and finance.

lstm matplotlib numpy pandas python scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/djeada/numpy-tutorials

Welcome to the NumPy Tutorials repository, your one-stop collection of learning materials for mastering NumPy, a fundamental library for scientific computing in Python.

linear-equation-solver matrix-manipulations numpy numpy-arrays system-of-equations vectors

Last synced: 05 Feb 2025

https://github.com/analyticalnahid/optical-character-reader

A simple image to text converter using EasyOCR

computer-vision converter easyocr numpy streamlit streamlit-web

Last synced: 02 Feb 2025

https://github.com/analyticalnahid/numpy-tutorial

A complete Notebook on Numpy for Data Science

data-analysis numpy numpy-tutorial

Last synced: 02 Feb 2025

https://github.com/michedev/tensorguard

TensorGuard helps to guard against bad Tensor shapes in any tensor based library

deep-learning numpy pytorch tensorflow

Last synced: 21 Dec 2024

https://github.com/fluiddyn/transonic-demos

Demonstration of using transonic to accelerate Python

cython numba numpy pythran transonic

Last synced: 29 Jan 2025

https://github.com/louis-finegan/chaos-game

Chaos Game in python3 using Pygame

chaos chaos-game numpy pygame python3

Last synced: 01 Feb 2025

https://github.com/statute8234/chatflow

Rating: (8/10) The project uses natural language processing to create a chatbot capable of understanding user queries. It trains on a dataset of intents, tokenizing patterns, and constructing a neural network model. The model is saved for future use.

json lancasterstemmer nltk numpy pickle random tensorflow tflearn

Last synced: 19 Jan 2025

https://github.com/novikovadaria/jupiter_-_pandas_titanic_analysis

Итоговое задание по питону на специальности Программист. GeekBrains University | The final python assignment for the Programmer specialty. GeekBrains University

csv final-project geekbrains homework numpy pandas python

Last synced: 21 Jan 2025

https://github.com/clayrisser/6-line-neural-net

The smallest neural network

neural-network numpy python

Last synced: 08 Feb 2025

https://github.com/datarohit/california-house-price-prediction

This dataset has various features about houses in California and we have to predict the price of the houses using Regression Algorithm.

matplotlib-pyplot numpy pandas regression seaborn sklearn

Last synced: 23 Dec 2024

https://github.com/sbozzolo/open-source-tools-for-physics

Material from the seminar cycle "Open Source: Tools for Physics" held in AUTH (Thessaloniki) in May 2017

bash beamer emacs git github latex linux matplotlib numpy python python3 scipy seminar

Last synced: 05 Feb 2025

https://github.com/vidhi1290/text-classification-with-transformers-roberta-and-xlnet-model

This project explores advanced NLP techniques using RoBERTa and XLNet models to classify human emotions from textual data. By leveraging robust training and optimization methods, it aims to enhance emotion detection accuracy in applications like social media analysis and customer support.

autoencoder bert ktrain matplotlib natural-language-processing nlp numpy pandas python roberta seaborn sklearn tensorflow transformers xlnet

Last synced: 21 Dec 2024

https://github.com/udityamerit/python-librearies-for-data-science

Python libraries for data science enable efficient data manipulation, analysis, and modeling. Key libraries include NumPy for numerical computing, pandas for data handling, Matplotlib for visualization, Scikit-learn for machine learning, TensorFlow for deep learning, and BeautifulSoup/requests for web scraping. These libraries simplify complex data

beautifulsoup data data-science data-science-libraries machine-learning matplotlib numpy pandas requests scikit-learn scikitlearn-machine-learning tensorflow

Last synced: 08 Nov 2024

https://github.com/marse11e/data-science-exploration

Репозиторий, посвященный изучению различных направлений Data Science! Здесь я собираю материалы, заметки, примеры кода и эксперименты, которые помогут мне в процессе обучения.

jupyter-notebook numpy python

Last synced: 20 Nov 2024

https://github.com/importhuman/conway-s-game-of-life

A project to make Conway's Game of Life and learn more about Python.

conway-s-game-of-life matplotlib numpy python python3

Last synced: 26 Dec 2024

https://github.com/socaity/media-toolkit

Web-ready standardized file processing and serialization. Read, write, convert and send files. Including image, audio, video and any other file. Easily convert between numpy, base64, bytes and more.

base64 bytesio fast-task-api httpx image-processing json numpy serialization video

Last synced: 19 Dec 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/ansub/mask-detection

A Mask Detection Application using Keras/TensorFlow and OpenCV.

keras numpy opencv python tensorflow

Last synced: 21 Dec 2024

https://github.com/saptak625/doublependulum

This repository is my derivation of the equations of motion of a double pendulum using Lagrangian Mechanics and then solving the nonlinear, coupled equations using a Runge-Kutta 45 integration scheme.

differential-equations lagrangian-mechanics matplotlib numerical-integration numpy python scipy vpython

Last synced: 19 Jan 2025

https://github.com/nemeslaszlo/loan-data-decision-tree-and-random-forest

This repository covers a "Lending Club" analysis with decision tree and random forest with data visualizations and exploration.

decesion-trees matplotlib numpy pandas random-forest seaborn sklearn

Last synced: 29 Jan 2025

https://github.com/brandoncardoso/mnk

An MNK game library.

game mnk numpy python tictactoe

Last synced: 13 Jan 2025

https://github.com/nemeslaszlo/financial-crisis-effects-on-some-stocks

Focusing on bank stocks to see how they progressed throughout the 2008-09 financial crisis all the way to early 2016.

cufflinks jupyter-notebook matplotlib numpy pandas pandas-datareader plotly seaborn

Last synced: 29 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/nemeslaszlo/heart-disease

Heart disease classification project with different models (LogisticRegression, KNeighboursClassifier, RandomForestClassifier) and detailed reports.

classification knearest-neighbor-classifier logistic-regression mathplotlib numpy pandas randomforest-classification scikit-learn seaborn

Last synced: 29 Jan 2025

https://github.com/nemeslaszlo/lending-club-analysis

Lending Club analysis, with a model that can predict whether or nor a borrower will pay back their loan.

binary-classification classification data-visualization keras matplotlib numpy pandas seaborn tensorflow

Last synced: 29 Jan 2025

https://github.com/nemeslaszlo/emergency-911-calls

Covers emergency (911) Calls: Fire, Traffic, EMS for Montgomery County, PA analysis with visualizations.

jupyter-notebook matplotlib numpy pandas seaborn

Last synced: 29 Jan 2025

https://github.com/607011/1dollar

Simulation of a counterintuitive distribution problem

animation go golang matplotlib numpy plot python3 simulation statistics

Last synced: 28 Dec 2024

https://github.com/nemeslaszlo/sale-price-of-bulldozers

The goal of predicting the sale price of bulldozers. How well can we predict the future sale price of a bulldozer, given its characteristics previous examples of how much similar bulldozers have been sold for? (Archive kaggle competition)

matplotlib numpy pandas random-forest-regressor regression scikit-learn seaborn

Last synced: 29 Jan 2025

https://github.com/priyanka7411/flight-price-prediction-and-customer-satisfaction-ml

This project predicts flight prices and customer satisfaction using machine learning models. It includes two Streamlit apps for real-time predictions, with MLflow integration for model tracking and performance monitoring.

accuracy-score analysis classification dataframe f1-score ipynb-jupyter-notebook machine-learning mlflow numpy pandas plo prediction python r2-score recall regression-models rmse-score seaborn

Last synced: 16 Jan 2025

https://github.com/nemeslaszlo/titanic-logistic-regression

This notebook covers a simple analysis with logistic regression on the popular titanic dataset.

cufflinks jupyter-notebook logistic-regression matplotlib numpy pandas plotly seaborn sklearn

Last synced: 29 Jan 2025

https://github.com/nemeslaszlo/dog_breed_identification

Dog breed identification model to identify and label 120 different dog breeds.

matplotlib numpy pandas tensorflow tensorflow-hub

Last synced: 29 Jan 2025

https://github.com/yash-rewalia/stock-closing-price-prediction-using-regression

The ultimate business objective is to leverage the regression model to provide accurate predictions of the closing price of AMRN stock, enabling stakeholders to make well-informed investment decisions, manage risks effectively, optimize portfolios, Early warning systems to alert any fraud cases and align investment strategies with financial goals.

datapreprocessing eda hypothesis-testing machine-learning numpy pandas python random-forest regression regression-analysis statistics

Last synced: 12 Jan 2025

https://github.com/singhmnprt01/Custom-Deep-Neural-Network-Package

A custom deep neural network package that gives the liberty to design your deep neural network using only NumPy

customized-deep-neural-network deep-learning-framework maths-behind-neural-network numpy

Last synced: 20 Nov 2024

https://github.com/docsallover/spam-detection

Building a Spam Filter with Python: Using Machine Learning to Combat Spam

datascience flask jinja2 machine-learning numpy numpy-library pandas pandas-python python python3 scikit-learn

Last synced: 29 Jan 2025

https://github.com/gappeah/income-prediction-ml

This is a machine learning project aimed at predicting whether an individual's annual income exceeds $50,000 based on their demographic and personal information.

data data-science machine-learning ml numpy pandas python random-forest scikit-learn

Last synced: 09 Feb 2025

https://github.com/official-biswadeb941/mayabati---your-personal-ai-chef

Mayabati is a personal AI chef designed for enhancing culinary experience. Crafted by Biswadeb Mukherjee, a leading developer of ParseSphere Innovations.

flask flask-api flask-application gensim-word2vec keras-models keras-neural-networks keras-tensorflow nltk numpy pickle pytorch tensorflow

Last synced: 13 Jan 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: 11 Oct 2024

https://github.com/huaxiaz/honor_engineering_analysis

This repository is adapt from the course materials for Honors Engineering Analysis at Northwestern University. The course is designed for Engineering first-year undergraduate students to learn about linear algebra and its applications.

complex-numbers complexity degree-distribution echelon-form erdos-renyi-model fractals iterative-methods jacobi-iteration jupyter-notebook linear-algebra markov-chain networkx networkx-tutorial numpy numpy-matrix pagerank-algorithm python random-graphs randomgraph

Last synced: 07 Dec 2024

https://github.com/moataz-elmesmary/genomics-project

Web App depends on ML in Detecting diabetes in its early stages so that doctors can treat it. Also the web site includes some important information about the disease and its symptoms. Check it out for more details.

diabetes-prediction flask frontend-app numpy pandas random-forest sklearn

Last synced: 20 Jan 2025

https://github.com/moataz-elmesmary/analog-clock-opencv

Computer vision project implemented with OpenCV

computer-vision cv2 numpy opencv

Last synced: 20 Jan 2025

https://github.com/FredStober/cpp2numpy

cpp2numpy is a C++ library to write numpy files

c-plus-plus numpy

Last synced: 22 Nov 2024

NumPy Awesome Lists
awesome-jax 189 awesome-ebooks 106 awesome-mojo-max-mlir 181 awesome-numpy 32 practice-numpy-programming-courses 35
NumPy Categories
Blogs 132 Libraries 92 Summary 48 Videos 47 Models and Projects 45 Machine Learning 42 More Courses 32 Tutorials and Blog Posts 24 Web 21 Programming Language 20 Scientific Computation 17 Performance Benchmark 16 Community 13 Data Structure and Algorithm 12 Other 11 GPU Programming 8 Database 8 Materials 7 FFI Bindings 6 Image Processing 6