Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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/aneeshmurali-n/ml_bangalore_house_price_analysis

This project focusing on statistical analysis to understand and prepare data for potential machine learning applications. The dataset house_price.csv includes property prices in Bangalore. The analysis aims to perform exploratory data analysis (EDA), detect and handle outliers, check data distribution and normality, and analyze correlations.

box-plot correlation data-distribution data-transformation exploratory-data-analysis heatmap histplot iqr-method log-transformation matplotlib numpy outlier-detection outlier-handling pandas percentile-method python scatter-plot scipy seaborn z-score-method

Last synced: 01 Feb 2025

https://github.com/a3ro-dev/weather-prediction-application

a weather prediction application built using Streamlit. The application predicts future temperatures and weather types based on past trends. It provides a sleek and intuitive user interface for input and displays the predictions dynamically.

charts mathematics matplotlib numpy plotting python python3 streamlit weather weather-app weather-forecast weatherprediction webapp

Last synced: 31 Oct 2024

https://github.com/savitar-hub/image-classification

Notebooks on how image classification can help businesses make better decisions and improve the customer experience.

image-classification image-processing jupyter-notebook numpy opencv pandas pytorch tensorflow

Last synced: 16 Feb 2025

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

Last synced: 09 Feb 2025

https://github.com/nirmalvatsyayan/data-analyst-nanodegree

Udacity data analyst nanodegree project submissions and learning

data-analysis numpy pandas python statistics udacity-data-analyst-nanodegree

Last synced: 12 Jan 2025

https://github.com/kientech/laptop-price-prediction-with-machine-learning

The Laptop Price Prediction with Machine Learning project provides a system to predict the price of laptops based on various features such as processor type, RAM size, storage capacity, and more/

airflow data data-science data-visualization fastapi heroku-deployment machine-learning-algorithms matplotlib-pyplot numpy pandas python reactjs seaborn

Last synced: 26 Jan 2025

https://github.com/emperoryp7/covid-simulator

Application simulating the spread of COVID-19

covid-19 numpy pandemic-simulator python3 simulator

Last synced: 06 Jan 2025

https://github.com/md-emon-hasan/learnpython.org

A repository Python programming language, covering fundamental concepts, advanced topics, and practical applications for beginners.

exception-handling function generator lambda-functions numpy numpy-library python reduce

Last synced: 13 Jan 2025

https://github.com/reddyprasade/bicycle-sharing-system-in-us

A bicycle-sharing system, public bicycle system, or bike-share scheme, is a service in which bicycles are made available for shared use to individuals on a short term basis for a price or free. Many bike share systems allow people to borrow a bike from a "dock" and return it at another dock belonging to the same system. Docks are special bike racks that lock the bike, and only release it by computer control. The user enters payment information, and the computer unlocks a bike. The user returns the bike by placing it in the dock, which locks it in place. Other systems are dockless. For many systems, smartphone mapping apps show nearby available bikes and open docks.

dataanalysis jupyter maplotlib numpy pandas python r

Last synced: 10 Jan 2025

https://github.com/bestmahdi2/uni__dataminningstackoverflowproject

A university project related to data mining lesson on StackOverflow website data with Python language

cart csv data-mining logistic-regression matplotlib mlp naive-bayes nltk numpy pandas python scikit-learn scipy seaborn stackoverflow svc textblob tqdm xgboost

Last synced: 14 Oct 2024

https://github.com/prayag2003/stock-trend-prediction-lstm-model

My first ML Project on Stock Trend Prediction🚀🚀 The dataset consists of stock opening, closing, high, low data values scrapped from Yahoo Finance from the year 2010 to 2022. The LSTM ( Long Short-Term Memory ) deep learning model shares the idealogy of Time Series.

numpy pandas sklearn stock-trend-prediction

Last synced: 09 Feb 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/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/islamshahil/machinelearning

A Fun Project - Using LinearRegression, Predicting the Value.

hacktoberfest linearregression machine-learning numpy pandas python sklearn

Last synced: 26 Jan 2025

https://github.com/nehalmr/qiksit-fall-fest-hackathon-2024

The Qiskit Hackathon is a unique opportunity for students to dive into the fascinating world of quantum computing. Participants will collaborate in teams to tackle a series of challenging problems that test their creativity, problem-solving skills, and understanding of quantum algorithms. This hackathon aims to inspire innovation in QC.

cpython hackathon ibm ibm-qiskit ibm-quantum-challenge matplotlib numpy python python3 qbits qiskit qiskit-tutorial quantum-algorithms quantum-computing quantumcircuits quantumregister

Last synced: 11 Feb 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/dhruvsrikanth/pynn

Purely NumPy based API for building deep neural networks.

deep-learning deep-learning-framework machine-learning numpy python pytorch

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/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/sebsikora/curve_fitting

A short guide to using Python tools to perform arbitrary curve-fitting of research data via constrained minimisation.

curve-fitting minimisation numpy optimisation python scipy

Last synced: 03 Feb 2025

https://github.com/kostrykin/blas-benchmark

A benchmark comparison of different BLAS backends for NumPy.

benchmark blas cvxpy mkl numpy openblas python

Last synced: 17 Feb 2025

https://github.com/prashver/customer-segmentation

This project utilizes unsupervised machine learning to segment bank customers for targeted marketing campaigns. It covers tasks like data exploration, determining optimal clusters, and applying k-means for segmentation. Ideal for marketing departments in banking and retail industries.

customer-segmentation matplotlib numpy pandas seaborn sklearn

Last synced: 14 Jan 2025

https://github.com/prashver/stock-price-prediction-lstm

Using Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM), this project predicts Nestle India stock prices. The dataset spans from May 18, 2018 to May 20, 2022, and results are visualized using matplotlib.

keras lstm-model matplotlib numpy pandas recurrent-neural-network

Last synced: 14 Jan 2025

https://github.com/prashver/salary-prediction-on-scraped-data

This tool predicts data science salaries by scraping Glassdoor job descriptions. Features quantify company valuation of key skills. Regression models include Multiple Linear Regression, Lasso Regression, and Random Forest. Random Forest outperformed others. Technologies/libraries used: Python, Pandas, NumPy, Scikit-learn, Seaborn, Matplotlib.

data-scraping machine-learning-algorithms matplotlib numpy pandas regression-models salary-estimator seaborn selenium selenium-webdriver

Last synced: 14 Jan 2025

https://github.com/quentinwidlocher/cours-python-pandas

Jupyter Lab sur le traitement des données en python

jupyter-lab matplotlib numpy pandas python

Last synced: 01 Feb 2025

https://github.com/willprice/arsenal

Personal arsenal of python utilities

data-science machine-learning numpy pandas personal-tools python

Last synced: 14 Jan 2025

https://github.com/realtristan/micronet

Neural network library from scratch

neural-networks numpy python pytorch

Last synced: 20 Jan 2025

https://github.com/dimatura/imgutils

Miscellaneous Numpy and PIL utilities for images.

image numpy pil pillow python

Last synced: 12 Feb 2025

https://github.com/mirwais-farahi/pydataforgehub

PyDataForgeHub is a comprehensive data processing solution designed to streamline data quality checks, analysis, and visualization.

cookiecutter matplotlib numpy pandas pytest python3

Last synced: 15 Oct 2024

https://github.com/aymen016/film-recommendation-engine

A machine learning-powered movie recommender system designed to provide personalized recommendations based on user preferences and data analysis. This project includes a backend recommendation engine, a Streamlit-based interface, and a web-based frontend for an enhanced user experience.

flask numpy pandas pickle python scikit-learn streamlit

Last synced: 17 Feb 2025

https://github.com/chuvalniy/torchy

Built from scratch neural network library using only NumPy

backpropogation from-scratch gradient math neural-net numpy pytorch-like

Last synced: 15 Feb 2025

https://github.com/huichuanli/play-with-linear-algebra

use python3 and Numpy to realize my personal linear Algebra library

numpy python3 scipy

Last synced: 04 Jan 2025

https://github.com/harmanveer-2546/predicting-customer-churn-for-a-telecom-company

Customer churn is a significant issue for big business companies. Companies are attempting to create methods for predicting customer churn to get a direct impact on getting more revenues, particularly in telecom companies.

ann autoencoder churn-prediction customer-churn-prediction encoding mlp model-building-and-evaluation numpy os pandas standardization

Last synced: 11 Jan 2025

https://github.com/harmanveer-2546/diabetes-prediction-using-machine-learning

Diabetes is a medical disorder that affects how the body uses food for energy. When blood sugar levels rise, the pancreas releases insulin. If diabetes is not managed, blood sugar levels can rise, increasing the risk of heart attack and stroke. We used Python machine learning to forecast diabetes.

adaboost decision-trees gradient-boosting-classifier gridsearchcv knn-classification machine-learning numpy os pandas pickle python random-forest seaborn svc-model

Last synced: 11 Jan 2025

https://github.com/kirkalyn13/opensignal_autogenerate_report

Script used to generate results/summary, including the trends of flagged provinces, from the raw excel data file,

data-analysis data-science data-visualization matplotlib numpy pandas python

Last synced: 16 Jan 2025

https://github.com/dataspieler12345/dash-by-plotly-lib-project

The Dash web application framework, is used to create browser-based interactive data visualization interfaces with Python.

bootstrap dash numpy pandas plot python

Last synced: 22 Jan 2025

https://github.com/anvesham/machinelearning_models_using_matlab

Stepwise Multiple Linear Regression (With Interactions) and Random Forest Regression on predicting the Productivity of the Garment Factory Workers

bagging-ensemble bayesian-optimization decision-trees jupyter-notebook machine-learning matlab multiple-linear-regression-model numpy python random-forest-regression

Last synced: 16 Jan 2025

https://github.com/sun-data/regridding

Numba-accelerated interpolation of NumPy n-dimensional arrays.

interpolation numba numpy python regridding resampling

Last synced: 17 Jan 2025

https://github.com/kunalrrathod/placement-predictor

A web application that is using machine learning technology to deliver results ensuring the students are getting placed in campus placements

bootstrap4 flask-application jquery knearest-neighbor-algorithm machine-learning numpy pandas-dataframe python3 sklearn

Last synced: 05 Feb 2025

https://github.com/hansalemaos/locate_pixelcolor

Locate RGB values in a picture! 40x faster than PIL, 5x faster than numpy

bot colors locate np numexpr numpy rgb

Last synced: 22 Jan 2025

https://github.com/emmmabk/envilope-blockchain

💰 Crypto Transactions App Secure crypto transfers using Flask, MySQL, and blockchain verification 🔒 Users can register, log in, check balances, and send crypto 💸 Transactions verified on blockchain 📈 Start: clone repo 🖥️ set up `crypto` database 🔧 install dependencies 📦 run `python app.py` 🚀

blockchain numpy python python3 sql

Last synced: 17 Jan 2025

https://github.com/prakashjha1/stock-trend-prediction

Deep learning for predicting stock market prices and trends has become even more popular than before. I have used yahoo finance to collect the data and LSTM to build the stock trend model.

deep-learning keras lstm lstm-neural-networks machine-learning numpy pandas pandas-datareader prediction python rnn tensorflow

Last synced: 16 Jan 2025

https://github.com/techassi/hfu-imgcomp

Image processing and computer graphics SOSE 22

computer-vision image-processing numpy opencv python

Last synced: 15 Jan 2025

https://github.com/rickcontreras/simplex

Repositorio para la implementación del método Simplex utilizando Python. Incluye una interfaz gráfica de usuario (GUI) desarrollada con Tkinter y CustomTkinter, y herramientas para la visualización de datos con Matplotlib. Permite resolver problemas de programación lineal de manera interactiva.

customtkinter gui-application linear-programming matplotlib numpy optimization pandas python simplex-method tkinter

Last synced: 28 Jan 2025

https://github.com/sarincr/introduction-to-pyqt5

PyQt5 is a comprehensive set of Python bindings for Qt v5. Qt is set of cross-platform Python libraries that implement high-level APIs for accessing many aspects of modern desktop and mobile systems.

app appdevelopment data-science kivy kivymd machine-learning numpy opengl pygui pyqt pyqt5 pyqt5-desktop-application pyqt6 pyside2 scipy tensorflow tkinter tkinter-graphic-interface tkinter-gui tkinter-python

Last synced: 21 Jan 2025

https://github.com/jayakrishnagaddam/deep_sheild_

This is a Machine Learning applied Artificial intelligence project. Deepsheild is a cutting-edge deepfake detection system designed to safeguard the integrity of visual content in an era where synthetic media poses unprecedented challenges. Deepsheild stands as a robust fortress against the proliferation of manipulated videos and images.

artificial-intelligence bootstrap css cv2 deep-learning flask html machine-learning mongodb numpy tensorflow torch

Last synced: 11 Jan 2025

https://github.com/enjirouz/intelligentsystems

Expert systems examples: production type expert systems with direct and reverse logical conclusion; numpy perceptron; numpy neural network trained on logic AND operation; convolutional neural network for image recognition using cifar10 dataset and keras

cifar10 classification cnn convolutional-neural-network expert-systems image-classification image-recognition keras-tensorflow numpy

Last synced: 17 Jan 2025

https://github.com/yogeshselvarajan/real-estate-price-prediction

To predict the prices of the House (Estate) using the Number of Convenience Stores available in those areas using Simple Linear Regression

linear-regression machine-learning numpy simple-linear-regression sklearn

Last synced: 11 Jan 2025

https://github.com/pradipece/two_dimensional_data_visualization

This repository for different kinds of Data science and Machine learning project

data-science data-visualization jupyter-notebook machine-learning matplotlib numpy pandas python seaborn sklearn statistics

Last synced: 29 Jan 2025

https://github.com/abhishek010397/logisticregression

Using Logistic Regression Classifier to Predict Target Using Three Features

csv iloc logistic-regression machine-learning numpy pandas-dataframe python3 sigmoid-function sklearn

Last synced: 15 Feb 2025

https://github.com/moeeinaali/ce282-la

Solutions to Dr. Rabiee's CE282: Linear Algebra Course (Sharif University of Technology - Spring 2024)

linear-algebra matplotlib numpy pandas python

Last synced: 18 Jan 2025

https://github.com/hanzopgp/neuralnetworkfromscratch

This is a multi-layer perceptron build from scratch using numpy and python.

artificial-intelligence deep-learning machine-learning multi-layer-perceptron numpy personal

Last synced: 16 Jan 2025

https://github.com/hanzopgp/lstmcryptopriceprediction

TensorFlow LSTM neural networks which predict cryptocurrencies future prices. Starting from Sentdex's tutorial.

artificial-intelligence deep-learning lstm-neural-networks machine-learning matplotlib numpy personal recurrent-neural-networks tensorflow

Last synced: 16 Jan 2025

https://github.com/nikhilroxtomar/introduction-to-numpy

A list of jupyter notebook explaining the various functions and properties of Numpy.

numpy numpy-tutorial

Last synced: 16 Jan 2025

https://github.com/nikhilroxtomar/fully-connected-neural-network-in-numpy

This is an efficient implementation of a fully connected neural network in NumPy.

dnn neural-network numpy python3

Last synced: 16 Jan 2025

https://github.com/vartikaraj2512/animalclassification

🐾 Animal Classification: Classify 28K animal images into 10 categories using CNNs with Transfer Learning. 📥 Load & extract data, 🔄 preprocess images, 🧠 train models (VGG-16 & ResNet50), and 📈 plot performance. Libraries: OpenCV (BGR), TQDM (progress bars), Categorical (one-hot encoding). 🛠️ Install: pip install tensorflow numpy opencv-python

classification cnn kaggle machine-learning numpy opencv pandas tensorflow

Last synced: 12 Feb 2025

https://github.com/faisal-khann/diwali-sales-analysis

The "Diwali Sales Analysis" project aims to analyze the sales data during the Diwali festival period to uncover insights and trends that can help improve marketing strategies and sales performance in the future

csv data-analysis eda jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 29 Jan 2025

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

Last synced: 15 Jan 2025

https://github.com/redinfinitypro/laser-strategy

Rating: (8/10): Is an interactive graphical simulation using Pygame library, featuring laser and detector dynamics. It includes pathfinding, collision detection, and dynamic object interactions. The game allows dragging, checking for collisions, and updating object states.

math numpy pygame random sys time

Last synced: 12 Feb 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/winstxnhdw/python-bench

Simple code optimisation benchmark for speed and accuracy.

benchmark numba numpy python scipy

Last synced: 05 Feb 2025

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/ivangael/openpose-prediction

Person's body parts or joint position detection using openCV

detection numpy opencv prediction prediction-model python

Last synced: 11 Nov 2024

https://github.com/m-rishab/credbet

A loan prediction web app which tells You that you are eligible for loan or not!

decision-tree-classifier matplotlib numpy pandas python scikit-learn

Last synced: 22 Jan 2025

https://github.com/m-rishab/research-paper-recommendation

This project aims to build a research paper recommendation system. Given a paper title as input, the system provides the top 5 recommended research papers.

deep-learning flask llm nlp numpy pandas python scikit-learn sentence-transformers tensorflow torch transformers

Last synced: 22 Jan 2025

https://github.com/m-rishab/housing-price-prediction

The Housing Price Prediction Accuracy Improvement project is a data-driven initiative focused on enhancing the precision and reliability of housing price predictions. This project encompasses a multidisciplinary approach, combining data science, machine learning, and real estate insights to optimize the accuracy of forecasts in the housing market.

gridsearchcv hyperparameter-tuning matplotlib matplotlib-pyplot numpy pandas pickle python3 randomforestregressor scipy sklearn

Last synced: 22 Jan 2025

https://github.com/snehilsanyal/ee524

Course webpage for IIT Guwahati EE524 Machine Learning Lab (Jul-Nov 2020) Session

course-webpage machine-learning matplotlib numpy pandas python scikit-learn

Last synced: 04 Feb 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/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/muhamedayoub/numerical-analysis-project

This repository contains an academic project for the numerical analysis module.

analysis mathematics matplotlib numpy r

Last synced: 28 Jan 2025

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.

numpy pillow pyqt6 python

Last synced: 28 Jan 2025

https://github.com/mubassim-khan/stack-overflow-developer-survey-2023

This repository contains the code for data analysis of Stack Overflow Developer Survey 2023, containing the digital representation of most used languages and much more. View README for more descriptive overview of repository.

data-analysis data-analysis-python matplotlib-pyplot numpy pandas-python

Last synced: 15 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/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

NumPy Awesome Lists
awesome-jax 189 awesome-ebooks 106 awesome-mojo-max-mlir 181 awesome-numpy 32 awesome-jax 111 practice-numpy-programming-courses 35
NumPy Categories
Libraries 264 Blogs 132 Models and Projects 49 Summary 48 Videos 47 Machine Learning 42 Tutorials and Blog Posts 36 More Courses 32 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 Image Processing 6 FFI Bindings 6