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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/ngangawairimu/automating_farming_analysis

This project automates farming in Maji Ndogo, analyzing soil fertility, climate, and geography to recommend optimal crop locations. Python-based data analysis I uncovers patterns guiding farming practices.

matplotlib-pyplot numpy pandas python seaborn sqlite

Last synced: 28 Jan 2025

https://github.com/alainlebret/python-et-ia-2

Ressources personnelles du cours "Python & IA" en 2e annΓ©e GPSE Γ  l'ENSICAEN

artificial-intelligence deep-learning image-processing machine-learning matplotlib neural-network numpy python scikit-image scikit-learn

Last synced: 11 Feb 2025

https://github.com/gaurangdave/house_price_predictions

Machine Learning Application to predict House Prices

hands-on learning-by-doing machine-learning numpy pandas python scikit-learn

Last synced: 11 Feb 2025

https://github.com/ngangawairimu/data-validation-using-python

Agricultural dataset validated using python code for usage. Building a data pipeline that will ingest and clean data with the press of a button.

jupyter-notebook numpy pandas pytest python

Last synced: 28 Jan 2025

https://github.com/priyanshulathi/cancer-diagnosis-prediction-model

A Machine Learning project to predict cancer malignancy using K-Nearest Neighbor, Support Vector Machine, and Decision Tree algorithms.

machine-learning numpy pandas python scikit-learn

Last synced: 22 Jan 2025

https://github.com/sayidmushtaq/reportcard

Tracking and analyzing student grades. It calculates averages, identifies top performers, and generates performance reports with ease.πŸ‘¨πŸΌβ€πŸŽ“πŸ‘¨πŸΌβ€πŸŽ“

begginer-project numpy reporting-tool

Last synced: 12 Feb 2025

https://github.com/labex-labs/quick-start-with-numpy

[Quick Start with NumPy] This repository collects 15 of programming scenarios (labs and challenges) for Quick Start with NumPy. This course will teach you the fundamentals of NumPy, a library that supports many mathematical operations.

awesome awesome-list challenges course education hands-on labex labs numpy programming python

Last synced: 13 Nov 2024

https://github.com/cayasryan/ml-from-scratch

Various implementation of ML models and techniques from scratch.

ann einops einsum numpy pytorch rnn

Last synced: 12 Feb 2025

https://github.com/oguzhansarigol/xg_analysis_python

We will analyze in our code the expected goal locations of football players based on which areas of the field, at what times, with which feet, using which parts of their bodies, and from which angles and distances they are most likely to score.

data-analysis-python expected-goals numpy pandas-python python

Last synced: 19 Dec 2024

https://github.com/labex-labs/quick-start-with-opencv

[Quick Start with OpenCV] This repository collects 14 of programming scenarios (labs and challenges) for Quick Start with OpenCV. In this course, you will learn the basics of OpenCV. You will learn how to read, write, and display images and videos. You will also learn how to draw different shapes...

awesome awesome-list challenges course education hands-on labex labs matplotlib numpy opencv programming

Last synced: 13 Nov 2024

https://github.com/pthmhatre/smart-attendance-system-using-face-recognition

This project aims to create a smart attendance system using face recognition technology. The system captures and recognizes faces in real-time and marks attendance automatically, providing a seamless and efficient way to manage attendance records.

adafruit computervision css face-recognition iot iot-application javascript mysql numpy opencv php pickle python raspeberry-pi rfid

Last synced: 10 Jan 2025

https://github.com/lintangwisesa/python_pillow_image_array

Convert πŸ–Ό image to πŸ“œ Numpy array using Pillow [Python]

image numpy pillow python

Last synced: 08 Jan 2025

https://github.com/shwetapardhi/assignment-04-simple-linear-regression-2

Q2) Salary_hike -> Build a prediction model for Salary_hike Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization. Correlation Analysis. Model Building. Model Testing. Model Predictions.

correlation-analysis data-visualization distplot eda feature-engineering model-building model-predictions model-template numpy ols-regression p-value pandas python r-square-values regression-plot seaborn simple-linear-regression smf statsmodels t-score

Last synced: 10 Jan 2025

https://github.com/shwetapardhi/assignment-03-q2--hypothesis-testing

Anova ftest statistics A hospital wants to determine whether there is any difference in the average Turn Around Time (TAT) of reports of the laboratories on their preferred list. They collected a random sample and recorded TAT for reports of 4 laboratories. TAT is defined as sample collected to report dispatch. Analyze the data and determine wheth

annova ftest hypothesis-testing numpy pandas python scipy significance-testing stats

Last synced: 10 Jan 2025

https://github.com/shwetapardhi/assignment-1-q9_b--basic-statistics-level-1

Q9) Calculate Skewness, Kurtosis & draw inferences on the following data SP and Weight(WT) Use Q9_b.csv

kurtosis matplotlib-pyplot numpy pandas python seaborn skewness

Last synced: 10 Jan 2025

https://github.com/magnusrodseth/disaster-tweets

πŸ“š Assignments in the course IT3212 - Data Driven Software at NTNU. Our task is to classify whether a tweet is related to a disaster or not.

adaboost jupyter-notebook logistic-regression numpy pandas python python3 random-forest support-vector-machines xgboost

Last synced: 22 Jan 2025

https://github.com/apbetioli/neural-network

A simple neural network implementation

machine-learning neural-network numpy python3

Last synced: 08 Feb 2025

https://github.com/labex-labs/numpy-practice-labs

[NumPy Practice Labs] This repository collects 69 of programming scenarios (labs and challenges) for NumPy Practice Labs. This course contains lots of labs for NumPy, each lab is a small NumPy project with detailed guidance and solutions. You can practice your NumPy skills by completing these lab...

awesome awesome-list challenges course education hands-on labex labs numpy programming

Last synced: 13 Nov 2024

https://github.com/camilajaviera91/prediction-of-housing-prices-using-linear-regression

This project provides tools to search for datasets on Kaggle, download and preprocess them, and perform predictions using a Linear Regression model. It includes interactive text-based user interfaces built with `curses`.

curses kaggle linear-regression matplotlib-pyplot mean-absolute-error mean-square-error numpy pandas pathlib python scikit-learn train-test-split

Last synced: 16 Feb 2025

https://github.com/shreeparab1890/unicorns-of-india-till-sep-2022-analysis-eda

This ipython notebook is the Exploratory data analysis (EDA) of the Unicorns of India till Sep 2022.

analysis data-analysis eda exploratory-data-analysis matplotlib-pyplot numpy pandas plotly

Last synced: 01 Jan 2025

https://github.com/shreeparab1890/indian-elections-2019-analysis-eda

This ipython notebook is the Exploratory data analysis (EDA) of the Indian Lok Sabha Elections 2019.

data data-analysis data-science data-visualization eda exploratory-data-analysis matplotlib numpy pandas plotly python python3 visualization

Last synced: 01 Jan 2025

https://github.com/shreeparab1890/indian-cricketer-classifier

This notebook is trying to bulia a model which will predict a Indian Cricketer based on the given image. In this project we have handled 8 Indian Cricketers and build a model to classify the given image between this 8 Cricketers.

image-classification matplotlib numpy opencv pandas python random-forest-classifier scikit-learn sklearn streamlit

Last synced: 01 Jan 2025

https://github.com/shreeparab1890/chat-analyzer

This project is a Data Analysis project to analyze the WhatsApp chats.

data-analysis numpy pandas python

Last synced: 01 Jan 2025

https://github.com/duckiec/flower-thing-model

model capable of analyzing an identifying more than 129 different types of flowers

ai analyze flower identify math matplotlib neural numpy python pytorch

Last synced: 08 Feb 2025

https://github.com/dipeshgoyal013/salary-data-analysis

Salary Analysis according department and agency.

analysis matplotlib numpy pandas salary sklearn-library

Last synced: 10 Jan 2025

https://github.com/sadegh15khedry/pneumonia-detection-using-cnn

Classifying chest X-ray images into two categories: Pneumonia or Normal using a Convolutional Neural Network (CNN).

cnn convolutional-neural-networks cv2 deep-learning harris-corners joblib jupyter-notebook keras kmeans-clustering matplotlib numpy orb pandas python seaborn shutil sifit tensorflow

Last synced: 10 Jan 2025

https://github.com/pushtogithub23/projectilemotion-simulation

This Jupyter notebook explores projectile motion through mathematics, visualizations, and interactive simulations.

jupyter-notebook matplotlib-pyplot numpy physics-simulation projectile-motion-simulation

Last synced: 22 Dec 2024

https://github.com/pocketfullofdata/electric-vehicles-market-size-analysis

This project analyzes the growth, adoption trends, and future projections of the electric vehicle (EV) market. Using data analysis and visualization techniques, it examines key factors like sales trends, and consumer adoption to understand the evolving landscape of the EV industry.

analysis data jupyter-notebook matplotlib numpy python seaborn vscode

Last synced: 08 Feb 2025

https://github.com/snghrsw/kikagaku-ml-learning

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liner-regestion multiple-regression numpy pandas python scikit-learn

Last synced: 23 Jan 2025

https://github.com/thanhloc81/rfm-model-project

✨ Build a flow to deploy Segmentation evaluation through Python programming.

customer-segmentation numpy pandas python rfm-analysis

Last synced: 02 Jan 2025

https://github.com/mramshaw/intro-to-ml

Intro to Machine Learning - Pattern Recognition for Fun and Profit

machine-learning matplotlib ml numpy pandas pip pip3 python scikit-learn scipy seaborn seaborn-plots sklearn statsmodels tensorflow weka

Last synced: 14 Jan 2025

https://github.com/enzo7622245/ml_project_2024

A machine learning semester project of university, implementing classification and regression models to predict house prices & number of rooms using a dataset with over 160,000 entries.

ai aws deep-learning docker dockerfile education logistic-regression machine-learning numpy pandas pipenv pythonbasics teaching-materials website

Last synced: 08 Feb 2025

https://github.com/prashantkoirala465/sign2text-nepali-sign-language-to-text-translation

Welcome to Sign2Text! πŸŽ‰ This innovative project translates Nepali Sign Language (NSL) into text. Developed for a hackathon challenge, this solution combines machine learning, computer vision, and web technologies to deliver Nepali sign language translations.

keras-tensorflow nextjs numpy opencv python reactjs tailwind-css tailwindcss tensorflow typescript

Last synced: 14 Feb 2025

https://github.com/mogankumar/bird-flock-simulation-with-pyspark

A PySpark-based bird flock simulation modeling alignment, cohesion, and separation forces with a leader guiding the flock. Efficiently handles large-scale simulations and generates a visualized GIF of the flock’s movement.

argparse matplotlib numpy pyspark python3

Last synced: 31 Jan 2025

https://github.com/sridharyadav07/code_alpha_task-1

This project involves developing a machine learning model to predict the creditworthiness of individuals based on their financial history and demographic information. The model uses a Random Forest Classifier to classify individuals into two categories: Default or No Default in the next month. The dataset used is the UCI Credit Card dataset.

accuracy confusion-matrix labelencoder matplotlib-pyplot numpy pandas random-forest-classifier roc-auc-score scikit-learn standardscaler

Last synced: 08 Feb 2025

https://github.com/adinack/chemistry-equation-balancer

A small python tool that can solve n-dimensional balancing equations.

chemistry matrices numpy sympy

Last synced: 02 Jan 2025

https://github.com/sahaavi/color-detection

Colour detection is the process of detecting the name of any color. Well, for humans this is an extremely easy task but for computers, it is not straightforward. Human eyes and brains work together to translate light into color. Light receptors that are present in our eyes transmit the signal to the brain. Our brain then recognizes the color. Since childhood, we have mapped certain lights with their color names. We will be using the somewhat same strategy to detect color names.

color-detection color-detector numpy opencv-python pandas

Last synced: 17 Feb 2025

https://github.com/niteshchawla/loantap-logisticregression

Given a set of attributes for an Individual, determine if a credit line should be extended to them. If so, what should the repayment terms be in business recommendations?

confusion-matrix encoding feature-engineering featureimportance hyperparameter-tuning logistic-regression machine-learning numpy pandas-python precision-recall roc-auc-curve sklearn-metrics smote-sampling

Last synced: 10 Jan 2025

https://github.com/niteshchawla/clustering-ml

Analyzing the vast data of learners can uncover patterns in their professional backgrounds and preferences. Allowing Scaler to make tailored content recommendations and provide specialized mentorship.

cluster-analysis clustering hierarchical-clustering k-means-clustering machine-learning numpy pca-analysis visualisation

Last synced: 10 Jan 2025

https://github.com/shekharkram/project

A collection of data analytics projects showcasing skills in data cleaning, exploration, visualization, and basic SQL queries. Designed to demonstrate entry-level data analyst competencies using real-world datasets and tools.

datacleaning excel jupyter-notebook mysql numpy pandas postgresql python sql

Last synced: 18 Jan 2025

https://github.com/kgruiz/linalg-practice

LinAlg-Practice is a Python library developed to deepen my understanding of linear algebra through hands-on implementation of various matrix operations. It includes comprehensive tests that compare the results with established libraries like NumPy to ensure accuracy and reliability.

algorithms data-science linear-algebra math matrix-operations numpy python sympy

Last synced: 07 Feb 2025

https://github.com/hellenilda/precoscasasml

Projeto simples para fazer previsão de preços de casas usando Regressão Linear.

artificial-intelligence machine-learning matplotlib numpy python sklearn streamlit

Last synced: 08 Feb 2025

https://github.com/costopoulos/ntua-dsp

:signal_strength: NTUA ECE Digital Signal Processing Course Source Codes and Reports

dsp filters fourier-transform librosa numpy pywt scipy short-time-signal-analysis stft

Last synced: 17 Feb 2025

https://github.com/offthetab/nn_homework

ΠŸΡ€Π°ΠΊΡ‚ΠΈΡ‡Π΅ΡΠΊΠΈΠ΅ Ρ€Π°Π±ΠΎΡ‚Ρ‹ ΠΏΠΎ Π½Π΅ΠΉΡ€ΠΎΠ½Π½Ρ‹ΠΌ сСтям МИРЭА 3 курс.

gensim ignite matplotlib neural-network nltk numpy pandas scipy-stats seaborn torch torchvision

Last synced: 17 Jan 2025

https://github.com/offthetab/statistics_homework

ΠŸΡ€Π°ΠΊΡ‚ΠΈΡ‡Π΅ΡΠΊΠΈΠ΅ Ρ€Π°Π±ΠΎΡ‚Ρ‹ ΠΏΠΎ статистикС МИРЭА 3 курс.

numpy pandas python statsmodels

Last synced: 17 Jan 2025

https://github.com/musamairshad/numpy-learning

This repository contains material related to the NumPy Learning.

matrices multidimensional-arrays numpy python

Last synced: 30 Jan 2025

https://github.com/amithjoseph777/gourmethaven-case-competition

Predictive analytics case competition project from the Master of Science in Business Analytics course at the College of Business, University of Louisville. Our team analyzed customer response trends for Gourmet Haven, developed a predictive model, and ranked in the Top 5 out of 25 teams.

google-colab jupyter-notebook numpy pandas r scikit-learn

Last synced: 08 Feb 2025

https://github.com/kkufieta/carnd-vehicle-detection

Vehicle Detection & Tracking - Self Driving Cars

cv2 hog-features numpy self-driving-car sklearn vehicle-detection

Last synced: 17 Jan 2025

https://github.com/quocanh189/sentiment_analysis_eventhub

This project implements a Sentiment Analysis model using a neural network architecture built with Keras. The model classifies text into binary sentiment categories (positive or negative) by leveraging word embeddings and Gated Recurrent Units (GRU) layers. Additionally, the project includes a simple Flask web application to provide a real-time sent

docker flask nlp-machine-learning numpy pandas sentiment-analysis tensorflow

Last synced: 14 Feb 2025

https://github.com/abdulhadi806/muffin-or-cupcake-model

𝐌𝐚𝐜𝐑𝐒𝐧𝐞 π₯𝐞𝐚𝐫𝐧𝐒𝐧𝐠 model that is capable of checking whether the model I inputted is a mufin or cupcake, I am in a learning face today is 1/25/2024 let's see how far I can go in this field. Wish me luck:)

ai jupyter-notebook machine-learning numpy pandas python sklearn support-vector-machine svm

Last synced: 03 Jan 2025

https://github.com/danish-jamil-01/image-dehazer

Remove the haze from the image using dark channel prior and guided filter

dark-channel-prior guided-filter guided-filtering ndimage numpy open-cv opencv opencv-python pillow python scipy skimage tkinter

Last synced: 10 Jan 2025

https://github.com/urvee1810/eda-time-series

A comprehensive time series analysis of French retail quarterly sales data from 2012 to 2017. The project focuses on analyzing sales patterns, seasonal decomposition, and trend analysis using various statistical techniques and visualizations.

arima-modeling data-visualization exploratory-data-analysis matplotlib numpy pandas pmdarima python scikit-learn seaborn statsmodels time-series-analysis trend-analysis

Last synced: 19 Feb 2025

https://github.com/subhrajit77/ai-ml

My personal AI/ML projects repository

jupyter numpy pandas python

Last synced: 12 Jan 2025

https://github.com/muhdhammad/machine-learning

Crafted for hands-on learning and implementation of machine learning concepts and techniques.

data-science jupyter-notebook machine-learning matplotlib numpy pandas python scikit-learn seaborn

Last synced: 17 Jan 2025

https://github.com/amnydv17/audio-analysis-and-classification

This project demonstrates how to analyse the audio datasets and apply the existing Machine learning/Deep Learning techniques to the classify various environmental sounds...

jupyter-notebook matplotlib numpy pandas

Last synced: 03 Jan 2025

https://github.com/coder5omkar/lendingclubcasestudy

Performed exploratory data analysis (EDA) on the loan dataset from the Lending Club Case Study to identify the key factors influencing loan defaults.

bivariate-analysis data-science exploratory-data-analysis matplotlib numpy pandas seaborn univariate-analysis

Last synced: 03 Jan 2025

https://github.com/iadtya/hate-text-classification

Training RNN(LSTM) on Hate speech with tensorflow and keras

fastapi keras lstm nltk numpy pandas tenserflow

Last synced: 03 Jan 2025

https://github.com/allenvox/statistics

Workspace for applied problems of probability theory & mathematical statistics class

acf autocorrelation distribution k-means k-means-clustering maths matplotlib numpy probability-theory python sklearn statistics

Last synced: 07 Feb 2025

https://github.com/separatrixxx/nm_labs_6_7_sem

πŸ‘“ Laboratory work for 6 and 7 semesters of MAI on numerical methods

numerical-methods numpy python

Last synced: 20 Jan 2025

https://github.com/davityak03/english-audio-to-hindi-text-using-pretrained-model

The primary goal of this project is to transcribe English audio and then translate the transcribed text into Hindi.

adam-weight-decay css flask html nlp numpy python tensorflow tokenizer transformers translation

Last synced: 03 Jan 2025

https://github.com/jupfu/beck-view-movie

Assemble mp4 video from list of images

multithreading numpy opencv python3 threadpool tqdm

Last synced: 23 Jan 2025

https://github.com/ricky9667/taiwanoceantrashpredict

A very simple DNN project using Keras.

dnn keras numpy python

Last synced: 03 Jan 2025

https://github.com/elmezianech/classifyreviews_nlp

Revolutionize customer feedback analysis with our NLP Insights Analyzer. Utilize cutting-edge text preprocessing to transform raw reviews into a machine-friendly format. Explore sentiment models, such as Logistic Regression and Naive Bayes, employing cross-validation for model robustness.

accuracy-score ai countvectorizer cross-validation joblib logistic-regression machine-learning ml multinomialnb naive-bayes-classifier nltk-library numpy pandas randomforestclassifier svc

Last synced: 16 Jan 2025

https://github.com/t-lak/decision-tree

This project implements a basic Decision Tree classifier.It supports visualizing the tree and calculating performance metrics (accuracy, precision, F1-score, and recall).

decision-trees graphviz metrics numpy python3 scikit-learn

Last synced: 08 Feb 2025

https://github.com/vishal-verma-96/honey_production_analysis_using_python

This Skill Academy project analyzes U.S. honey production (1998-2021) by city, exploring yield and value using Matplotlib and Seaborn visualizations.

matplotlib numpy pandas python-3 python-visualization seaborn

Last synced: 03 Jan 2025

https://github.com/laavanjan/lstm-rnn-next-word-prediction

An advanced LSTM RNN-based deep learning model designed for next-word prediction. This model processes sequential text data using deep learning techniques to generate accurate and context-aware word predictions in real-time

jupyter-notebook numpy pandas-dataframe rnn rnn-tensorflow streamlit-webapp tensorflow

Last synced: 08 Feb 2025

https://github.com/neetigyab/pdf_form_parser

Ready to use Python application/file for parsing a specific format of pdf form, and storing relevant user data in a tabular format in excel sheet

excel forms matplotlib numpy ocr opencv pandas pdf pdf-converter pdfplumber pytesseract python

Last synced: 23 Jan 2025

https://github.com/shivammg/coursera-ml-numpy

Coursera Machine Learning course done using Python, NumPy, and Seaborn

machine-learning numpy python seaborn

Last synced: 28 Jan 2025

https://github.com/thekartikeyamishra/colorextractor

A Python-based project that extracts the dominant colors from an image using the KMeans clustering algorithm. This project is useful for applications like image processing, color palette generation, or analyzing the most prominent colors in images.

kmeans-clustering matplotlib matplotlib-pyplot numpy p pillow python sklearn

Last synced: 03 Jan 2025

https://github.com/armahdavi/code-data-processing-statistics-plotting-airborne-sampling-of-pm

All codes for the data pipelines processing, statistical modellings, descriptive statistics and plot visualizations from airborne phase of Mahdavi et al. (2021) (Environmental Pollution) Project Miestone: 2018 - 2021

data-science data-visualization machine-learning matplotlib-pyplot numpy pandas python scikit-learn scipy-stats statistics

Last synced: 10 Jan 2025

https://github.com/mbarbetti/hello-snakemake

Simple implementation of snakemake to sample and plot data

hello-world matplotlib numpy python snakemake

Last synced: 03 Jan 2025

https://github.com/spacebakery/crunchie-munchies-project

Analyze Data with Pyhton

numpy python statistics

Last synced: 03 Jan 2025

https://github.com/xanonymous-github/multimediax

The collections of class projects in Multimedia Technologies and Applications class, NTUT.

deep-learning machine-learning numpy opencv-python

Last synced: 03 Jan 2025

https://github.com/paulo-santos-ds/analise_vendas_supermercado

Este projeto realiza o web scraping de Variação de preços de produtos do supermercado

env numpy pandas scrapy sqlite3 streamlit

Last synced: 16 Jan 2025

https://github.com/ajxxxs/spotify-music-analysis

spotify Music (web scraped playlists ) analysis (over 3 states) , trends, features and a music recommendation system.

matplotlib numpy panda scikit-learn seaborn

Last synced: 10 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 Ecosystem 6 Artificial Intelligence 6