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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/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/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/kiran-kumar-k3/image-color-compression-using-k-means

A Python tool that compresses images using K-Means, shows both the original and compressed images, and lets you save the compressed version while displaying file sizes.

images matplotlib numpy pillow python scikit-learn

Last synced: 11 Jan 2025

https://github.com/ranjan2104/automobil-prediction-application

This Model is Built using Machine Learning Algorithm i.e Linear Regression and Sklearn so training and testing of data and uses Flask as in Backend and HTML, CSS and JS as in Frontend and the pickle module is used for make a .pkl file such that the data can be fetched using flask is possible and make the prediction of 88%+.

bootstrap4 css flask html js linear-regression numpy pandas pickle sklearn

Last synced: 08 Jan 2025

https://github.com/zjutcv/zjutcv

🎇ZJUT toolbox for computer vision.

computer-vision deep-learning numpy pytorch

Last synced: 29 Nov 2024

https://github.com/pjessesco/print2d

Replacement of `print()` for printing 2d array with readability including Torch and Numpy.

formatted-text numpy print python3 readability torch

Last synced: 01 Feb 2025

https://github.com/amarlearning/simple-neural-network

Simple Neural Network written in Python and Numpy (w/o any scify libraries)

beginner-friendly machine-learning neural-network numpy python3 tutorial

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/adtzlr/named-einsum

NumPy's Einsum, but with named subscripts.

einsum numpy python

Last synced: 13 Jan 2025

https://github.com/prathameshdhande22/space-invader-game

This repository contains a implementation of the classic arcade game Space Invaders in Python using the Pygame library

bullets classic-game numpy pygame pygame-games python3 pythonprojects retro-game space-invaders spaceinvader spaceinvaders-pygame spaceshooter

Last synced: 14 Jan 2025

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/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/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/alejoduarte23/ssi-cov

The SSICOV is a system identification method for structural health monitoring (SHM) using Stochastic Subspace Identification (SSI). It processes acceleration data to extract modal parameters of a structure.

matplotlib modal-analysis numpy scikit-learn scipy signal-processing system-identification

Last synced: 14 Oct 2024

https://github.com/joshuamhtsang/crystalninja

A code for generating crystal stuctures with defects for atomic simulation.

numpy python python3 virtualenv

Last synced: 24 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/archismwanchatterjee/scientific-calculator

Scientific Calculator is used to basically perform several simple, mathematical, matrix/vector and trigonometric operations. And also visualize the trigonometric curves.

matplotlib-pyplot numpy pillow streamlit

Last synced: 26 Jan 2025

https://github.com/elggem/shapeset-generator

Generates varying shapes as training data for neural nets: ShapeSet.

data machine-learning numpy opencv python svg training

Last synced: 08 Jan 2025

https://github.com/nacheteam/the-whale-optimization-algorithm

Análisis y estudio de mejora sobre el algoritmo "The Whale Optimization Algorithm"

cec metaheuristics minimization numpy optimization whale woa

Last synced: 14 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/gitstar-oc/machine-learning

This are the Machine Learning notes by leading AI website named Deeplearning.AI. This notes will help you to be a machine learner from beginner to advanced level. Welcome Everyone!!

deep-learning deep-neural-networks jupyter-notebook machine-learning machine-learning-algorithms matplotlib numpy pandas python scikit-learn supervised-learning tensorflow unsupervised-learning

Last synced: 13 Oct 2024

https://github.com/vishrut-b/clustering-analysis-of-online-retail-data

This project leverages machine learning techniques to analyze online retail data through customer segmentation. It uses KMeans clustering to identify key customer groups and proposes tailored business strategies based on their purchasing behaviors.

clustering datacleaning exploratory-data-analysis feature-engineering kmeans-clustering machine-learning numpy online-retail pandas sciki seaborn

Last synced: 10 Feb 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/praveendecode/airbnb_analysis

Airbnb Data Analysis and Visualization project is a comprehensive data exploration and presentation effort. It involves data collection, preprocessing, ETL work, and the creation of an interactive Streamlit user interface. The project aims to provide insights and make Airbnb data more accessible and understandable.

explotary-data-analysis numpy pandas plotly python streamlit streamlit-dashboard tableau tableau-public

Last synced: 09 Feb 2025

https://github.com/vorticity-inc/vtensor

VTensor, a C++ library, facilitates tensor manipulation on GPUs, emulating the python-numpy style for ease of use. It leverages RMM (RAPIDS Memory Manager) for efficient device memory management. It also supports xtensor for host memory operations.

cublas cuda curand cusolver gpu numpy rmm tensor xarray xtensor

Last synced: 10 Dec 2024

https://github.com/superlinear-ai/microgrpo

🐭 A tiny single-file implementation of Group Relative Policy Optimization (GRPO) as introduced by the DeepSeekMath paper

autograd grpo numpy reinforcement-learning

Last synced: 04 Feb 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/romanjuranek/bbx

Bounding box manipulation for python and numpy

bounding-boxes numpy python

Last synced: 19 Dec 2024

https://github.com/mgobeaalcoba/exploratory_data_analysis_course

Un repositorio donde iré cargando tutoriales y practicas de trabajos de analisis de datos exploratorios con pandas, numpy, mathplotlib, Plotly, etc

data-science deepnote google-colab jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 20 Jan 2025

https://github.com/spockoo/pylegend

A fusion between Python and legend, a name that suggests that the code is both modern and mythical. 3 months of work, with tons of errors to establish the calculations necessary for the superposition, I want to publish my work and improve it and share it under Apache 2.0 License. Designed to work with NBminer!

crypto crypto-tools how-to-farm-crypto kerastuner matplotlib matrix-multiplication mining nbminer numpy performance-optimization pickle project quantum quantumcircuits quantumcomputing qubits scikit-learn tensorflow

Last synced: 09 Feb 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/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/pyroscope/auvyon

AuVyon collects little helpers to handle media data.

audio magickdraw matplotlib numpy python scipy spectrogram video waveform

Last synced: 25 Nov 2024

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/wpi-surfmet-lab/multiscale-statistical-analysis

Multiscale regression/discrimination analysis software, which uses multiscale area data exported from MountainsMap®.

matplotlib multiscale-analysis numpy python scipy win wpi wxpython

Last synced: 11 Feb 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/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/abhishekmali21/human-skin-detection-using-different-color-spaces

Designed and Created a Human Skin Detection Model to identify skin present in an image using color spaces such as RGB, HSV & YCbCr in achieving higher accuracy.

color-space easygui flask flask-cors hsv image-processing mask-image numpy opencv rgb skin-detection tkinter webbrowser ycbcr

Last synced: 05 Nov 2024

https://github.com/muhammedbuyukkinaci/tensorflow-text-generator

TensorFlow Text Generation using LSTM's.

lstm numpy tensorflow text-generation

Last synced: 09 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/codernayeem/graph-gen-analyzer

Generate 2D graph and slope and analyze data.

evaluation fbs graph matplotlib numpy polynomial pyqt5 python slope-calculation

Last synced: 02 Feb 2025

https://github.com/fuzailpalnak/fragment

Divide the Image in to Multiple fragments

image-operations numpy python

Last synced: 27 Dec 2024

https://github.com/ranjan2104/diabetes-prediction-application

It is a Model that Predict the Diabetes Status of any person by just giving the some observations so that take the decision on that with the accuracy of 93%+. Due to Trained Model with Data sets so that able to predict very carefully on the previous decision it is supervised learning model using an algorithm is Linear regression and Sklearn for testing and Training the Model and Flask is Uses in Backend and in Frontend HTML, CSS, Js is Using.

flask gunicorn itsdangerous jinja2 markupsafe matplotlib numpy pandas scikit-learn scipy werkzeug

Last synced: 08 Jan 2025

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/asem000/sepes

Nested tree tools in python

jax nested-structures numpy torch tree

Last synced: 09 Dec 2024

https://github.com/mahmood-anaam/stochastic-dynamic-programming

This repository provides solutions and implementations for Stochastic Dynamic Programming (SDP) problems. It includes theoretical insights, practical coding examples, and detailed explanations for addressing various challenges in decision-making under uncertainty and stochastic processes.

markov-decision-processes numpy parking-problem python shortest-path stochastic-dynamic-programming transition-problem

Last synced: 08 Feb 2025

https://github.com/brianrscode/piedra-papel-tijera-opencv

Juego de piedra, papel o tijera implementado en Python usando OpenCV y MediaPipe para la detección de manos. Juega contra la computadora realizando gestos con tu mano frente a la cámara.

mediapipe mediapipe-hands numpy opencv opencv-python python python3

Last synced: 28 Jan 2025

https://github.com/iamncj/missing-kit

The missing tool kit for MVS researchers

cg colmap cv numpy open3d opencv sfm

Last synced: 27 Dec 2024

https://github.com/aman9026/custom-filters

Simple guide with code snippets for creating Custom-Filters by Image-Processing

digital-image-processing filter filters guide image-processing mlops numpy numpy-arrays opencv python3 tutorial tutorial-code

Last synced: 08 Feb 2025

https://github.com/rudreshveerkhare/numras

Artificial Neural Network Implementation like Keras From Scratch using Numpy

deep-learning keras-neural-networks neural-network numpy optimization-algorithms

Last synced: 17 Jan 2025

https://github.com/ritwika-das-gupta/sports_celebrity_image_classification

In this Python code snippet, we will walk through the process of building a celebrity face recognition system using OpenCV (Open Source Computer Vision Library) and machine learning. The goal of this project is to detect and recognize faces of celebrities in images.

feature-engineering gridsearchcv numpy opencv pandas python svm-classifier tkinter wavelet-transform

Last synced: 24 Jan 2025

https://github.com/besrym/words-embedding-visualization

a simple python script to train and visualize a WordsEmbedding

embedding matplotlib nlp numpy python seaborn sklearn torch tsne-visualization

Last synced: 08 Feb 2025

https://github.com/anwarulh007/medheaven--federated-learning-with-homomorphic-encryption-for-healthcare-data

MedHeaven is an innovative solution designed to revolutionize healthcare by empowering hospitals and medical institutions to collaborate on machine learning models without compromising patient privacy. Using federated learning and advanced homomorphic encryption techniques, MedHeaven ensures that sensitive medical data remains secure.

federated-learning homomorphic-encryption numpy python scipy tensorflow

Last synced: 09 Feb 2025

https://github.com/kinoute/l-layers-xor-neural-network

A L-Layers XOR Neural Network using only Python and Numpy that learns to predict the XOR logic gates.

arguments deep-learning neural-network numpy python python3 script xor xor-neural-network

Last synced: 04 Jan 2025

https://github.com/mooseburger1/2015-twitter-airline-sentiment-analysis

Performing sentiment analysis of airlines from Twitter Data.

matplotlib numpy pandas-dataframe python3 regular-expression

Last synced: 24 Jan 2025

https://github.com/tritonix711/fractureai

This tool helps people upload X-rays to find broken bones. It uses a machine to mark where the breaks are and gives users marked pictures to download. A smart computer also helps people understand their broken bones and gives them advice.

css cv2 flask gorq html javascript matplotlib npm numpy pandas pydantic python react scikit-learn torch torchvision ultralytics

Last synced: 24 Jan 2025

https://github.com/sisoudev/facialrecognition

Data collected thanks to dear misbah4064, algorithm for recognizing facial expressions with machine learning, still under construction.

machine-learning numpy python python3

Last synced: 11 Jan 2025

https://github.com/kleinyuan/numpy-ml

Implementations of machine learning concepts in modules with basic numpy

basics machine-learning numpy

Last synced: 25 Jan 2025

https://github.com/lasithaamarasinghe/hand-gesture-math-solver

This project demonstrates a real-time hand gesture recognition system using Python, OpenCV, and Gemini AI by Google.

computer-vision cvzone gemini-ai hand-recognition numpy opencv pillow python visual-studio-code

Last synced: 10 Jan 2025

https://github.com/tushar365/bike-sharing-rental-prediction

Predict Bike🚲 Rentals with Weather! This project uses regression to predict hourly bike rentals by combining historical usage data with weather information. It helps bike-sharing companies optimize resources and improve user experience.

data-science decision-trees knn-regression linear-regression machine-learning matplotlib-pyplot numpy pandas seaborn

Last synced: 30 Jan 2025

https://github.com/djbyrne/neural-network-from-scratch-tumour-diagnosis

This notebook goes through how to build a neural network using only numpy. The network classifies tumours, identifying if they are malignant or benign. This notebook uses the Breast Cancer Wisconsin dataset.

artificial-intelligence cloud-computing deep-learning-tutorial machine-learning neural-network neural-networks-from-scratch numpy python tutorial

Last synced: 30 Jan 2025

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

Predicting house prices can help determine the selling price of a house in a particular region and can help people find the right time to buy a home.

confusion-matrix decision-tree-classifier gaussiannb kneighborsclassifier logistic-regression machine-learning matplotlib-pyplot numpy pandas random-forest-classifier seaborn svc-svm

Last synced: 17 Jan 2025

https://github.com/tanyachutani/neural-network-numpy

Neural Network (Multiple layers) from scratch using Numpy.

deep-neural-networks mnist neural-network neural-network-from-scratch numpy

Last synced: 10 Jan 2025

https://github.com/ksharma67/partial-dependent-plots-individual-conditional-expectation-plots-with-shap

The goal of SHAP is to explain the prediction of an instance x by computing the contribution of each feature to the prediction. The SHAP explanation method computes Shapley values from coalitional game theory. The feature values of a data instance act as players in a coalition.

eda individual-conditional-expectation matplotlib numpy pandas partial-dependence-plot python seaborn shap shapley-additive-explanations sklearn xgboost

Last synced: 25 Dec 2024

https://github.com/mihirh19/imdb-dataset-analysis

The IMDb dataset is a valuable resource for conducting analysis on movies and TV shows. It provides a comprehensive collection of information about films, including titles, release dates, genres, ratings, and more. Analyzing this dataset can offer insights into trends, audience preferences, and the overall landscape of the entertainment industry.

mataplotlib numpy pandas pyplot sqlite3

Last synced: 07 Feb 2025

https://github.com/romybompart/image-processing-in-sublime-text-3

image processing using sublime text , virtualenv, skimage, numpy

anaconda image-processing jedi numpy python skimage sublimerepl sublimet

Last synced: 17 Jan 2025

https://github.com/jai0212/cash-app-bias-busters

A platform developed with Cash App to help ML engineers detect and visualize biases in models using Fairlearn. Features include a collaborative and interactive dashboard (React, Chart.js), a Flask backend, and a secure MySQL database for data storage and analysis.

bias-detection chartjs fairlearn flask machine-learning mysql numpy pandas pytest python react scikit-learn scipy

Last synced: 19 Jan 2025

https://github.com/daniel-furman/lwmcmc

MCMC parameter space sampling via Metropolis-Hastings

bayesian-inference mcmc metropolis-hastings-algorithm numpy parameter-space-sampling

Last synced: 10 Jan 2025

https://github.com/zainulmustafa/k-nearest-neighbour-algorithms

KNN algorthm using SKlearn and without using SKlearn application on few datasets available at https://archive.ics.uci.edu/ml/datasets.html

collect matplotlib numpy pandas python sklearn

Last synced: 01 Feb 2025

https://github.com/amanovishnu/credit-card-draud-detection

this project uses machine learning to detect fraudulent credit card transactions with local outlier factor and isolation forest algorithms. we’ll evaluate performance and visualize data distribution.

isolation-factor-algorithm local-outlier-factor machine-learning numpy pandas seaborn-plots

Last synced: 03 Jan 2025

https://github.com/engageintellect/bitcoin-price-predictor

This Python project predicts whether the price of Bitcoin will increase or decrease on the next day, using historical price data and machine learning. Additionally, the project visualizes Bitcoin's price movements using candlestick charts along with moving averages for different timeframes.

bitcoin machine-learning matplotlib mplfinance numpy pandas python scikit-learn visualization yfinance

Last synced: 08 Feb 2025

https://github.com/dheerajgits/skyhack

This repository supports a project aimed improve the efficiency of United Airlines' call center by predicting call handle times using machine learning. It analyzes factors like customer tone, call reason, and high-volume call times. A Flask web app delivers real-time predictions to enhance agent allocation, operations, and service quality.

call-center flask-application ivr machine-learning matplotlib natural-language-processing nltk-python numpy pandas seaborn skyhack

Last synced: 02 Jan 2025

https://github.com/sumitgirwal/super-market-research

This is simple research on supermarket.its must you know how your organization or corporation growth is increasing or decreasing.

dataanalysis matplotlib numpy pandas python3 supermarket-dataset

Last synced: 25 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 Database 8 GPU Programming 8 Materials 7 Artificial Intelligence 6 Ecosystem 6