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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/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: 10 Nov 2024

https://github.com/aahad91/idv

Interactive Data Visualization - Master Course

matplotlib numpy pandas plotly python3

Last synced: 14 Nov 2024

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: 10 Nov 2024

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: 10 Nov 2024

https://github.com/nirmalyabag20/loan-status-prediction-using-machine-learning

This project focuses on predicting the loan status (approved or not approved) based on various applicant details. The goal is to develop a machine learning model that accurately classifies whether a loan should be approved, helping financial institutions make informed lending decisions.

matplotlib numpy pandas python scikit-learn seaborn support-vector-machine

Last synced: 31 Oct 2024

https://github.com/yunfanjiang/ml_interview_with_numpy

Implementation of ML algorithms using NumPy from scratch

from-scratch interview machine-learning machine-learning-algorithms numpy

Last synced: 14 Nov 2024

https://github.com/nomadsdev/financial-trend-analyzer

FinancialTrendAnalyzer helps analyze and visualize sales data to uncover financial trends. It uses Python to calculate total sales, track changes, and generate insightful charts for better decision-making.

business-intelligence data-analysis data-visualization financial-analysis matplotlib numpy pandas python revenue-trends sales-data seaborn time-series-analysis

Last synced: 31 Oct 2024

https://github.com/completementgaga/npgui

This package implements Graphical User Interfaces from a NumPy user perspective.

graphical-user-interface gui numpy open-source python

Last synced: 13 Nov 2024

https://github.com/asanka-j/machine_learning_exercises

Machine learning Self study Python & R

matplotlib numpy pandas python r sklearn

Last synced: 09 Nov 2024

https://github.com/carmoreno/analisisaccidentalidadbogota

Data Analysis about traffic accidents at Bogotá, Colombia.

data-analysis data-science jupyer-notebook matplotlib numpy pandas scikit-learn

Last synced: 09 Nov 2024

https://github.com/nirmalyabag20/crop-yield-prediction-using-machine-learning

This project uses machine learning to predict crop yields based on factors like region, crop type, rainfall, temperature, and pesticide use. By analyzing a dataset of over 28,000 records, the models provide accurate yield forecasts, helping optimize farming decisions and resource management, ultimately contributing to sustainable agriculture.

jupyter-notebook matplotlib numpy pandas python scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/screamman-ssh/facemousecontrol

This project is about using your nose tip for the mouse's cursor and open your mouth for the left click.

autopy computer-vision face-detection mediapipe-facemesh mouse numpy opencv python python-3-7 ui

Last synced: 12 Nov 2024

https://github.com/abdulfatir/subkmeans

Numpy and pyCUDA implementation of subKmeans

clustering cuda kdd kmeans numpy pycuda python subspace-clustering

Last synced: 29 Oct 2024

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

use python3 and Numpy to realize my personal linear Algebra library

numpy python3 scipy

Last synced: 09 Nov 2024

https://github.com/hokagem/byakuganvisualizer

The ByakuganVisualizer repository hosts a Python tool designed to compare images and highlight their differences. It simplifies the process of identifying disparities between images, making it ideal for tasks like testing and quality assurance. Moreover, it offers a color filter that can be used to correct images for color-blind users.

color-blind color-correction colorblind image-manipulation numpy pillow

Last synced: 20 Oct 2024

https://github.com/edgar-mendonca/shpb-analysis

Python based SHPB Experimental data analysis

matplotlib numpy pandas python scipy

Last synced: 19 Nov 2024

https://github.com/csoren66/credit-card-fraud-detection

Credit card fraud detection through logistic regression.

logistic-regression machine-learning numpy pandas python sklearn

Last synced: 14 Nov 2024

https://github.com/aiboy996/npnn

NumPy Neural Network framework

autograd machine-learning neural-network numpy

Last synced: 19 Nov 2024

https://github.com/florianwoelki/mnist_fashion_cnn

This is a classification problem based on the mnist fashion dataset. I've used a CNN to classify the images.

classifier cnn fashion keras mnist numpy pandas tensorflow

Last synced: 14 Oct 2024

https://github.com/sathviksai002/youtube_video_trending_analysis

We have implemented the analysis using python programming language and Jupyter notebooks. We have used many libraries available for data visualization, data scraping, analysis in python. Use of data visualization has lead to creation of data plots or diagrams which can lead to better analysis of trends in pictorial form.

analysis bokeh jupyter-notebook matplotlib-pyplot numpy pandas-dataframe python3 shell-script visualization youtube

Last synced: 09 Nov 2024

https://github.com/gill-singh-a/rocket-simulator

Simulates the Flight of a Rocket by plotting its Altitude, Vertical Velocity, Vertical Acceleration and Vertical Forces acted upon the Rocket vs Time.

math matplotlib numpy physics python python3 rocket rocket-simulation rocket-simulator simulation simulator sympy

Last synced: 09 Nov 2024

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/michaelfeil/lstm-dlnn2020

Character-LSTM implementation in Numpy

lstm nlp-machine-learning numpy

Last synced: 12 Nov 2024

https://github.com/mikelane/neuralnetwork

A neural network implemented in python.

machine-learning matplotlib neural-network numpy python python3

Last synced: 13 Oct 2024

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: 10 Nov 2024

https://github.com/takkii/pylean

Data analysis ( 🐍 💎 📈 )

analayze matplotlib numpy pandas python scikit-learn

Last synced: 09 Nov 2024

https://github.com/dan-shields/rocketleagueirl

Rocket League comes to Real Life!

arduino numpy opencv2 python robotics rocket-league

Last synced: 09 Nov 2024

https://github.com/fsubject/rotating-cube

Rotating Cube is a 3D engine made from scratch

3d 3d-engine 3d-graphics from-scratch numpy pygame python

Last synced: 18 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.

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

Last synced: 18 Oct 2024

https://github.com/shanmukhsrisaivedullapalli/cifar10

This project uses TensorFlow to classify images from the CIFAR-10 dataset. It compares the performance of an Artificial Neural Network (ANN) and a Convolutional Neural Network (CNN), covering data preprocessing, model training, evaluation, and prediction on new images.

cifar10-classification cnn-classification matplotlib neural-networks numpy pickle pillow python3 tensorflow

Last synced: 09 Nov 2024

https://github.com/zacheddy/imageclassifier

A convolutional neural network from scratch to classify images (demo available)

image-classifier machine-learning neural-network numpy

Last synced: 14 Oct 2024

https://github.com/winstxnhdw/python-bench

Simple code optimisation benchmark for speed and accuracy.

benchmark numba numpy python scipy

Last synced: 23 Oct 2024

https://github.com/farahibrar/programming-in-python

Explore a comprehensive collection of Python programming for diverse data analysis and data science projects. This repository covers data exploration, visualization, statistical analysis, machine learning, NLP, and model deployment. Perfect for enthusiasts looking to delve into practical examples and advanced techniques.

beautifulsoup dataanalysis docker flask folium jupyter-notebook machine-learning matplotlib nltk numpy pandas python pytorch scikit-learn scikitlearn scipy seaborn spacy statsmodels tensorflow

Last synced: 15 Oct 2024

https://github.com/shliakhovai/house-price-prediction

This repository contains a complete machine learning pipeline for predicting housing prices. It includes data preprocessing, feature engineering, and model training and evaluation components, designed to provide a robust solution for regression tasks.

data-science machine-learning matplotlib numpy pandas prediction python regression scikit-learn seaborn

Last synced: 03 Nov 2024

https://github.com/simranjeet97/quotes-analysis

Kaggle Dataset on Quotes Analysis and Visualization With Python, Pandas and MatplotLib Using Jupyter Notebook.

data data-science datavisualization jupyter-notebook kaggle kaggle-dataset machine-learning matplotlib-pyplot numpy pandas python quotes quotes-application

Last synced: 14 Nov 2024

https://github.com/spamfromaditya/drugs-consumption-prediction-model-eda-bagging-classifier

Drug consumption prediction models are like crystal balls for public health. By analyzing vast amounts of data, these models can identify individuals or communities at higher risk of drug use. They consider factors like demographics, social media activity, prescription history, and even economic indicators.

bagging-classifier machine-learning matplotlib numpy python scikit-learn

Last synced: 08 Nov 2024

https://github.com/gauravcodepro/numpy-builder

A numpy shell builder to extract and how to use the numpy across the arrays.I am putting the entire manual for those who like to search immediately rather than looking here and there.

bash-prompt bash-script bash-scripting data-analysis data-mining data-science numpy numpy-arrays shell-prompt shell-script

Last synced: 09 Nov 2024

https://github.com/narenkhatwani/arkouda-projects

This repository contains the source codes of the projects done using Arkouda (a software package that allows a user to interactively issue massive parallel computations on distributed data using functions and syntax that mimic NumPy, the underlying computational library used in most Python data science workflows.)

arkouda data-analysis data-analytics data-science high-performance high-performance-computing highperformancecomputing numpy pandas parallel-computing parallel-processing parallelization python

Last synced: 24 Oct 2024

https://github.com/narenkhatwani/streamlit-deployment-heroku

How to deploy a Streamlit web app on Heroku? You will find most of the steps here that can be used to deploy the web app

deployment heroku heroku-apps heroku-deployment herokuapp matplotlib matplotlib-pyplot numpy pandas pandas-python plotly plotly-python streamlit streamlit-deployment streamlit-webapp

Last synced: 24 Oct 2024

https://github.com/cploutarchou/covid-19-tracker-django-app

COVID-19 Tracker Dashboard for Cyprus.

django numpy pandas plotly redis

Last synced: 05 Nov 2024

https://github.com/abhinavsharma07/neural-network-using_numpy

Introduction to Neural Networks (Create a neural network using Numpy)

accuracy feed-forward model neural-networks numpy prediction

Last synced: 31 Oct 2024

https://github.com/quantum-software-development/statistical-measures

This repository contains a statistical analysis of customer service ratings for Biscobis Ltd

machine-learning mathematics mathp mathplotlib measurements numpy pandas puthon3 seaborn statisctics

Last synced: 31 Oct 2024

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: 10 Nov 2024

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/nikhilroxtomar/introduction-to-numpy

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

numpy numpy-tutorial

Last synced: 16 Nov 2024

https://github.com/gyanz/py-gpu-scripts

Sample python scripts for gpu processing

gpu numpy pysdl2 python vulkan

Last synced: 12 Nov 2024

https://github.com/dylanwal/numpy_dynamic_array

Dynamic resizing Numpy ndarray

numpy python

Last synced: 30 Oct 2024

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 Nov 2024

https://github.com/msthamizh/industrial-copper-modeling

Developing a Streamlit application that allows users to interactively predict sales outcomes using machine learning. The application supports both regression and classification tasks, enabling users to input various features and receive predictions for selling prices and status (WON/LOST).

exploratory-data-analysis machine-learning mongodb numpy pandas python streamlit

Last synced: 08 Nov 2024

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/ayaanjawaid/google_playstore_data_analysis

This project provides an in-depth analysis of Google Play Store apps and user reviews, focusing on understanding app performance, user sentiment, and key trends in app categories. Using Python, I performed data cleaning, feature engineering, and exploratory data analysis (EDA) on app data and reviews.

data-analysis eda html numpy pandas-dataframe plotly python vizualisation

Last synced: 31 Oct 2024

https://github.com/fayzi-dev/machin_learning

Machin Learning Full Algorithm (Linear Regression, Decision tree, Random forest, Neural network ,Logistic regression ,Support vector machine ,Naive Bayes ,Clustering, XGBoost,DBscan,KMeans)

algorithms artificial-neural-networks logistic-regression machine-learning matplotlib matplotlib-pyplot naive-bayes-classifier numpy pandas python python3 seaborn seaborn-plots sklearn sklearn-knn sklearn-library sklearn-linear-model sklearn-linear-regression sklearn-metrics sklearn-svm

Last synced: 03 Nov 2024

https://github.com/alexixrugis/perceptronvisualization

Visualization of training and operation of a perceptron written from scratch in numpy

ai machine-learning numpy python

Last synced: 08 Nov 2024

https://github.com/hamolicious/inversekinematics

Inverse Kinematics implementation in Python and PyGame

inverse-kinematics numpy pygame python

Last synced: 10 Nov 2024

https://github.com/biantris/graph-python

Graph sin vs cos using matplotlib and numpy

matplotlib numpy python python3

Last synced: 14 Oct 2024

https://github.com/nirmalyabag20/breast-cancer-prediction-using-machine-learning

This project leverages machine learning to classify breast cancer as malignant or benign based on tumor characteristics. By applying and evaluating multiple algorithms, the model achieves high accuracy, demonstrating the practical application of data-driven solutions in medical diagnostics.

logistic-regression matplotlib numpy pandas python scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/amir78729/cv2-video-art

Creating an image from an input video's frames

cv2 numpy pil python video

Last synced: 17 Nov 2024

https://github.com/amir78729/signals-and-systems

The Implementation section of the "Signals and Systems" course

convolution fft fourier-transform numpy python scipy signals signals-and-systems

Last synced: 17 Nov 2024

https://github.com/bhattbhavesh91/tf-numpy-example

Faster NumPy using Tensorflow's tf.experimental.numpy module

keras numpy tensorflow

Last synced: 16 Nov 2024

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

Last synced: 08 Nov 2024

https://github.com/rkarahul/real-time-industrial-project-for-ocr-data-extraction-in-a-production-lane

Real-time industrial project for OCR data extraction in a production lane

fastapi numpy opencv paddleocr pandas python3 uvicorn

Last synced: 07 Nov 2024

https://github.com/malwarebo/carcinet

Basic breast cancer detection using Machine Learning

deep-learning keras machine-learning matplotlib numpy python3 scipy tensorflow

Last synced: 10 Nov 2024

https://github.com/zaujulio/featuresanalyzergtk

Python data analyze and machine learning tool

gtk machine-learning numpy pandas python sklearn

Last synced: 24 Oct 2024

https://github.com/sun-data/named-arrays

Python library that implements named tensors with Astropy Quantity support.

astropy named-arrays named-tensor numpy python scientific-computing

Last synced: 11 Oct 2024

https://github.com/huifer/python_doc

python技术相关

numpy pandas python requests

Last synced: 20 Oct 2024

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

NumPy Awesome Lists
awesome-jax 189 awesome-cuda-and-hpc 427 awesome-ebooks 106 awesome-max-mojo 183 awesome-numpy 32 numpy-free-tutorials 30 practice-numpy-programming-projects 31 practice-numpy-programming-courses 35
NumPy Categories
Blogs 450 Frameworks 267 Learning Resources 103 Applications 91 Libraries 85 Summary 51 Videos 47 Models and Projects 45 Machine Learning 37 More Free Tutorials 33 More Projects 33 More Courses 32 Tutorials and Blog Posts 24 Web 21 Jobs and Interview 20 Programming Language 20 Scientific Computation 16 Performance Benchmark 16 Community 13 Data Structure and Algorithm 12