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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/popckovs/computational_mathematics

Создаю свой модуль для решение задач по вычислительной математике.

mathematics matplotlib numpy python-3

Last synced: 27 Dec 2024

https://github.com/vaibhav-kesarwani/online_payment_fraud_detection

🔒💳 𝗢𝗻𝗹𝗶𝗻𝗲 𝗣𝗮𝘆𝗺𝗲𝗻𝘁 𝗙𝗿𝗮𝘂𝗱 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 is a data science project that uses machine learning to identify fraudulent transactions in online payment systems. The project analyzes transaction data to detect suspicious activity, helping to enhance security and reduce financial losses. 🚨📊

juypter-notebook kaggle-dataset numpy pandas plotly python3 sklearn

Last synced: 10 Oct 2024

https://github.com/cs-joy/numpyv1.25.2

@numpy

numpy

Last synced: 05 Jan 2025

https://github.com/aahnik/gdsc-ml-ds-bootcamp-2023

This repo contains files given by my seniors as well as assignments and final project done by me during the bootcamp.

data-science machine-learning ml numpy pandas python3 scikit-learn

Last synced: 11 Oct 2024

https://github.com/realtristan/micronet

Neural network library from scratch

neural-networks numpy python pytorch

Last synced: 19 Nov 2024

https://github.com/zazi2002/neuroscience-project-cnn

This project is part of the Neuroscience of Learning, Memory, Cognition course and focuses on the visual processing pathways in the brain, particularly the dorsal and ventral streams.

cnn-for-visual-recognition learning matplotlib numpy scipy visual-processing

Last synced: 28 Dec 2024

https://github.com/zazi2002/neuroscience-reinforcement-learning

Neuroscience of Learning, Memory, Cognition project, containing a Jupyter notebook implementing a reinforcement learning approach for a neuroscience-related task.

deep-learning matplotlib numpy pytorch reinforcement-learning

Last synced: 28 Dec 2024

https://github.com/yash22222/data-analysis-with-python

This repository provides a practical introduction to data acquisition and analysis using Pandas. It covers loading datasets, exploring data, manipulating data, and gaining insights through statistical summaries. Ideal for beginners, it offers code examples and explanations to enhance your data manipulation skills using Pandas for Python.

binning data data-acquisition data-analysis data-binning data-cleaning data-formatting data-integration data-normalization data-preprocessing data-science data-transformation data-wrangling dataframe description numpy pandas pandas-dataframe python python3

Last synced: 05 Jan 2025

https://github.com/yash22222/sync-intern-s-ml-tasks

SYNC INTERN'S Machine Learning internship will offer you to enhance your skills by doing real-life example projects. This internship will increase your knowledge in the field of data and algorithms to understand how a machine learns.

bhpp boston-house-datasets boston-house-price-prediction boston-house-pricing data data-structures machine-learning machine-learning-algorithms numpy pandas sync-intern sync-interns

Last synced: 05 Jan 2025

https://github.com/yash22222/terrorist-activity-forecasting-and-risk-assessment-system

In an era marked by global security challenges, the "TAFRAS" emerges as a cutting-edge solution to tackle the ever-evolving threat of terrorism. The project is grounded in the urgent need for predictive systems that can anticipate, assess, and mitigate potential terrorist activities.

corpora data-vizualisation folium-maps gensim global-terrorism-database lda machine-learning matplotlib networkx nltk nmf numpy pandas python random-forest-classifier seaborn sklearn spacy textblob vader-sentiment-analysis

Last synced: 05 Jan 2025

https://github.com/hayatiyrtgl/data_analysis_project

Financial data analysis: preprocess, visualize, calculate technical indicators.

data-analysis data-analysis-python data-science dataframe numpy pandas python python3 stock-price-prediction talib trade-analysis

Last synced: 22 Dec 2024

https://github.com/anish202020/real-time-emotion-face-detection

The primary purpose of this website is to detect emotions in real-time using facial expressions captured via a camera.

fer keras numpy opencv python streamlit tensorflow

Last synced: 15 Dec 2024

https://github.com/kiritoind/neural-network-for-cat-image-classification

This script defines essential functions for constructing a deep neural network from scratch for image classification. It includes activation functions like sigmoid and ReLU, data loading from H5 files, parameter initialization, forward and backward propagation for training, gradient descent for parameter updates, and functions for prediction

classification computer-vision deep-learning deep-neural-networks jupyter-notebook numpy python

Last synced: 05 Jan 2025

https://github.com/nvinayvarma189/deep-learning-with-tensorflow

This repo consists all the basics of tensorflow and all major Deep Learning algorithms and techniques implemented in tensorflow. It will explain you the basics of tensorflow. You can visualize how tensors flow through a grapg while you create one

autoencoder cnn deep-learning gan matplotlib neural-network numpy pandas python3 reinforcement-learning rnn tensorflow

Last synced: 15 Dec 2024

https://github.com/moindalvs/learn_statistics_for_data_science

Central tendency, distribution, skewness and kurtosis

kurtosis mean median model numpy pandas skewness

Last synced: 17 Nov 2024

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 Nov 2024

https://github.com/rishraks/color-object-detection

This project enables real-time detection of user-defined color objects using a webcam. Users enter a color name, and the program identifies objects matching that color by converting it to its HSV range, applying a mask, and detecting contours. It's a practical tool for object tracking, sorting, and interactive applications.

computer-vision numpy opencv pillow-library

Last synced: 22 Dec 2024

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: 15 Nov 2024

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: 15 Nov 2024

https://github.com/rishraks/handsign-ai

HandSign AI is a gesture recognition project using Mediapipe to detect custom hand signs like fist, palm, and V-sign. It automates tasks such as starting/stopping video recording and capturing screenshots, showcasing intuitive, touch-free interactions for various applications like smart devices and accessibility.

mediapipe ml numpy opencv python

Last synced: 22 Dec 2024

https://github.com/shivendrra/youtubevideoscripter

This project will help to write new scripts for YouTube videos from scratch using fine-tuned Llama-7B

ai artificial-intelligence finetuning google-custom-search-api google-custom-search-engine llama2 llm numpy pandas python pytorch react-native reactjs transformers youtube-api

Last synced: 13 Dec 2024

https://github.com/kishlayjeet/zomato-data-exploration

In this project, we will be exploring a dataset containing information on various restaurants and their ratings, location, and other attributes.

data-analysis eda matplotlib numpy pandas zomato-data-exploration

Last synced: 24 Dec 2024

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: 20 Nov 2024

https://github.com/f1uctus/p4a-recipes

📱 🐍 A collection of recipes for p4a (Python for Android).

android blis docker numpy p4a python python-for-android spacy

Last synced: 15 Nov 2024

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: 15 Nov 2024

https://github.com/petitgrizzlies/metaheuristiques

Travaux pratiques de meta heuristique. Unige 2016-2017

cffi cpp golang heuristic-algorithm matplotlib numpy python35

Last synced: 01 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: 15 Nov 2024

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

This project focuses on predicting diabetes using machine learning algorithms based on health metrics like glucose levels, blood pressure, and BMI. By comparing different models, the goal is to identify the most accurate approach for early diabetes detection, showcasing the potential of machine learning in healthcare.

decision-tree-classifier jupyter-notebook kneighborsclassifier logistic-regression matplotlib numpy pandas python random-forest-classifier scikit-learn seaborn svc

Last synced: 19 Dec 2024

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: 15 Nov 2024

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/dimatura/imgutils

Miscellaneous Numpy and PIL utilities for images.

image numpy pil pillow python

Last synced: 19 Dec 2024

https://github.com/eschan145/spaceshooter

A simple space shooter game

cpp cpp23 game gcc mingw-w64 numpy python python-arcade

Last synced: 19 Dec 2024

https://github.com/msthamizh/singapore-resale-flat-prices-predicting

Developing a Streamlit application that allows users to interactively predict the resale prices of flats in Singapore using machine learning. The application supports regression tasks, enabling users to input various features, such as location, flat type, floor area, and lease start date, and receive predictions for resale prices.

exploratory-data-analysis machine-learning matplotlib numpy pandas python seaborn streamlit

Last synced: 20 Nov 2024

https://github.com/khaymanii/multiple-disease-prediction-system

This system predicts if a patient has heart, parkinsons and diabetes disease

matplotlib numpy pandas python scikit-learn

Last synced: 20 Nov 2024

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: 01 Dec 2024

https://github.com/johndev19/data-visualization-tool

A Python-based application for generating various types of charts and graphs from user-input data.

charts matplotlib numpy python visualization

Last synced: 02 Dec 2024

https://github.com/faizantkhan/regression-project-bangalore-property-price-prediction

🏠 Bangalore Property Price Prediction is a comprehensive project designed to accurately predict property prices in Bangalore. Leveraging advanced regression techniques and a dataset sourced from Kaggle, the model undergoes meticulous feature engineering, data cleaning, and parameter tuning to ensure high accuracy.

backend-api css data-cleaning data-science data-visualization eda flask html javascript machine-learning-algorithms numpy pandas project project-repository property python regression-models server

Last synced: 15 Nov 2024

https://github.com/shriram-vibhute/data-analysis

This repository offers a comprehensive collection of tools and scripts for data science, encompassing essential tasks such as data cleaning, wrangling, and aggregation. It includes practical examples and utilities for numerical computations with NumPy, data manipulation with Pandas, and effective data visualization techniques.

data-aggregation data-analysis data-visualization data-wrangling matplotlib numpy pandas

Last synced: 15 Nov 2024

https://github.com/lexxai/goit_python_ds_hw_08

Модуль 8. Глибоке навчання. Tensorflow.

classification data-science matplotlib minst numpy pandas python sklearn tensorflow

Last synced: 24 Nov 2024

https://github.com/charmve/numpycnn

Building Convolutional Neural Networks From Scratch using NumPy

cnn computer-vision deep-learning deep-learning-tutorial machine-learning numpy project python tutotrial

Last synced: 15 Nov 2024

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: 06 Dec 2024

https://github.com/carlolepelaars/q4p

Quantum Computing for Python

numpy python quantum quantum-computing

Last synced: 30 Dec 2024

https://github.com/kwanit1142/sars-cov-2-detection-radiology-based-multi-modal-multi-task-framework

Keras-based Implementation for "SARS-CoV-2 Detection: Radiology based Multi-modal Multi-task Framework" (Accepted in 45th IEEE EMBC 2k23)

gans keras matplotlib numpy opencv os pandas pillow scipy sklearn tensorflow transfer-learning wasserstein-distance

Last synced: 13 Nov 2024

https://github.com/quinta0/pycolors

A python program to help people with color blindness recognize color in an image

colorblindness colors image-processing numpy pandas-dataframe python tkinter-gui

Last synced: 10 Nov 2024

https://github.com/avs123a/image-color-spaces-morphology-demo

Simple demo that shows extracting RGB and HSV channels, converting from RGB to HSV and reverse converting. There are 4 main morphological operations used: erosion, diletion, opening and closing image

demo image-processing jupyter-notebook numpy opencv python3

Last synced: 15 Nov 2024

https://github.com/2000pawan/heart-dieases-prediction

"Excited to announce my latest project on LinkedIn! ❤️ Introducing my heart disease prediction ML model deployed on Streamlit. With the powerful Random Forest Classifier algorithm, this solution achieves an impressive accuracy of 98% on training and 93% on testing data. Join me in leveraging technology to enhance healthcare outcomes! 💻🩺 .

artificial-intelligence jupyter-notebook machine-learning numpy pandas python random-forest-classifier streamlit vscode

Last synced: 29 Dec 2024

https://github.com/kwanit1142/mask-v-s-no-mask-face-detection-models

Machine-Learning Models based Detection System for Masked v/s No-Masked Human Faces (Can be implemented on Grouped Images too)

deep-learning machine-learning matplotlib numpy opencv pandas pil scipy seaborn skimage sklearn

Last synced: 13 Nov 2024

https://github.com/2000pawan/data_science.

Complete Data Science, NumPy, Pandas, Matplotlib, Seaborn, Statistics, Power Bi, Machine Learning.

data-science machine-learning matplotlib numpy pandas powerbi seaborn statistics webscraping

Last synced: 29 Dec 2024

https://github.com/kwanit1142/machine-learning-models-on-different-scenarios

Pattern Recognition and Machine Learning based Assignments and Labs, under Prof. Richa Singh in Course CSL2050.

deep-learning diabetes iris machine-learning matplotlib mlxtend mnist nltk numpy pandas pytorch regex seaborn sklearn

Last synced: 13 Nov 2024

https://github.com/tom-mohr/clevertable

Consistent, intelligent transformation of text-based tabular data into numerical data.

conversion data-science numpy pandas python

Last synced: 11 Nov 2024

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: 13 Nov 2024

https://github.com/sdpdas/document-layout-generator-and-segmentation-tool

Lists all parts of a document PDF and is a highly scalable with robust code.

analysis document-classification numpy opencv-python pdf2image python

Last synced: 14 Dec 2024

https://github.com/furk4nbulut/veri-bilimi-ve-makine-ogrenmesi

This repository showcases the process and insights I have gained in the fields of data science and machine learning.

data-science keras machine-learning numpy pandas python tensorflow

Last synced: 11 Nov 2024

https://github.com/gauravtrivedi967/mask_detection

In the present scenario due to Covid-19, there is no efficient face mask detection applications which are now in high demand for transportation means, densely populated areas, residential districts, large-scale manufacturers and other enterprises to ensure safety. Also, the absence of large datasets of ‘with_mask’ images has made this task more cumbersome and challenging.

cv2 keras numpy os

Last synced: 23 Nov 2024

https://github.com/sarthak-1408/rain-fall-prediction

This repository represents the End to End Machine Learning Project (Rain Fall Prediction in Australia).

heroku heroku-deployment machine-learning numpy pandas rain-fall rain-fall-prediction scikit-learn xgboost-algorithm

Last synced: 16 Nov 2024

https://github.com/mmsaki/whale_portfolio

Using Python and Pandas, determine which portfolio is performing the best across multiple areas: volatility, returns, risk and Sharpe ratios.

datetime finance jupyter-notebook matplotlib numpy pandas pathlib python quantitative-finance seaborn stock-market trading-strategies

Last synced: 20 Dec 2024

https://github.com/kshitijshrivastava1903/neural_network_analysis_on_lending_club-dataset

Used tensorflow's neural network model to predict whether or not a person pays back a loan on the basis of his historical data and personal details of 3.9 lakh people like interest rate, employment details, address, etc.

deep-learning dropout-keras earlystopping keras-tensorflow matplotlib-pyplot neural-networks numpy pandas seaborn tensorflow-models

Last synced: 21 Dec 2024

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 Nov 2024

https://github.com/erickarpovits/carbon-metrics-model

Investigation Of Covid’s Impact On Carbon Emission Rates In the United States

deep-learning numpy pandas python

Last synced: 28 Dec 2024

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

Image processing and computer graphics SOSE 22

computer-vision image-processing numpy opencv python

Last synced: 15 Nov 2024

https://github.com/simran2911/restaurant_rating_pridiction

This github repository have restaurant rating analysis and understand what contributes to high or low ratings on the platform and how these insights can be leveraged for business decision-making.

jupyter-notebook machine-learning numpy pandas powerbi python sklearn statistics tableau

Last synced: 21 Dec 2024

https://github.com/tingnie/dataanalysis

python数据分析库笔记

numpy pandas python3

Last synced: 15 Nov 2024

https://github.com/ryantusi/ai_ml_fundamentals

Welcome to my GitHub repository showcasing projects completed during the AI/ML Foundation course from Codecademy. This repository contains a collection of projects that demonstrate my skills and knowledge in the field of artificial intelligence and machine learning.

artificial-intelligence data-science data-visualization exploratory-data-analysis foundation machine-learning numpy pandas python

Last synced: 19 Nov 2024

https://github.com/h3ar7b3a7/exploringjupyterlab

This is just an exploration in using Jupyter Lab, Notebook and some useful Python libraries. Some basic commands, markups and extensions setup are documented here too.

bokeh extensions jupyterlab matplotlib notebook-jupyter numpy pandas

Last synced: 15 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 130 Libraries 89 Summary 51 Videos 47 Models and Projects 45 Machine Learning 41 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 Database 8 GPU Programming 8 Materials 7 Ecosystem 6 Image Processing 6