Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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.
- GitHub: https://github.com/topics/numpy
- Wikipedia: https://en.wikipedia.org/wiki/NumPy
- Repo: https://github.com/numpy/numpy
- Created by: Travis Oliphant
- Related Topics: python, scipy,
- Last updated: 2025-02-20 00:20:52 UTC
- JSON Representation
https://github.com/kr1shnasomani/crowdmap
Crowd density detection using SciPy and Computer Vision
computer-vision matplotlib numpy opencv scipy
Last synced: 19 Feb 2025
https://github.com/anshumansinha3301/neural-network
MNIST Using Neural Network project from scratch (Using Numpy and Matplotlib)
anshumansinha3301 bitfusiondynamics matplotlib-python mnist-handwriting-recognition neural-networks numpy open-source python
Last synced: 04 Jan 2025
https://github.com/gabboraron/python_nyelvtan
Egy python nyelvi elemekkel fogallkozó kurzus jegyzete.
ai matplotlib-pyplot numpy pandas
Last synced: 12 Feb 2025
https://github.com/quantum-software-development/qiskit
qiskit circuiots on IBM Quantum
Last synced: 21 Jan 2025
https://github.com/haimgoldfisher/data_sience_intro_final_project
Final project of the Data Sience Intro course, Ariel university.
bayes classification decision-trees diamond kaggle knn-classification linear-regression logistic-regression numpy pandas regression scikitlearn-machine-learning sklearn wine
Last synced: 11 Jan 2025
https://github.com/bineet-ratna-shakya/data-science-salary-analysis
analyzing a dataset containing salaries of data science professionals from 2020 to 2023.
data-analysis data-science data-visualization jupyter numpy pandas python
Last synced: 12 Feb 2025
https://github.com/jnayak1/naive_bayes_cars
Using Naive Bayes and SGD ML algorithms to predict if a new car will decrease in price
cars machine-learning naive-bayes numpy sklearn
Last synced: 29 Jan 2025
https://github.com/eigenein/coursera
My Coursera assignments
course course-work coursera coursera-assignment coursera-course coursera-data-science coursera-machine-learning coursera-specialization courses jupyter-notebook kotlin machine-learning numpy pandas python scipy sklearn
Last synced: 12 Feb 2025
https://github.com/haimgoldfisher/data_visualization_final_project
Final project of the Data Visualization course, Ariel university.
adaboost bayesian-learning catboost ensemble-learning gradient-boosting gridsearchcv matplotlib numpy pandas plotly seaborn semi-supervised-learning voting-classifier
Last synced: 11 Jan 2025
https://github.com/iv4n-ga6l/human-motion-capture
Realtime Human Motion Tracking and Analysis
human-pose-estimation mediapipe motion-analysis motion-tracking numpy opencv python
Last synced: 31 Jan 2025
https://github.com/kecnry/nparray
High-Level Wrappers for Building and Manipulating Numpy Arrays
Last synced: 05 Feb 2025
https://gitlab.com/DLR-SY/boxbeam
Boxbeam is a legacy Fortran tool translated to python. It calculates effective beam properties of composite cross sections comprised of rod-like elements.
Last synced: 29 Jan 2025
https://github.com/hussain-7/emotion_detection-master
Human Emotion Analysis using facial expressions in real-time from webcam feed. Based on the dataset from Kaggle's Facial Emotion Recognition Challenge.
keras-tensorflow matplotlib numpy opencv-python tensorflow
Last synced: 08 Jan 2025
https://github.com/shibam120302/all_about_python
Here I upload python from basic to advance ,oops in python, dsa using python system design, numpy, pandas, data science, ML also. Follow @shibam120302 and star this repo.
numpy numpy-arrays oops-in-python pandas python python-dsa python-library python3 system-design tabula
Last synced: 21 Jan 2025
https://github.com/georgiivoyakin/mirea-big-data
Python Big Data programming tasks for institute
apriori-algorithm apriori-algorithm-python fpgrowth jupyter-notebook numpy pandas plotly python python3 scipy sklearn
Last synced: 29 Jan 2025
https://github.com/matteofasulo/pytripadvisor
Trip Advisor Web Scraper
beautifulsoup4 folium geopandas matplotlib nltk-tokenizer numpy pandas plotly python restaurant scipy selenium sql
Last synced: 29 Jan 2025
https://github.com/rdvdev2/tf-test
Mostres de ML i IA amb TensorFlow basades en els tutorials oficials per al PR
numpy python research-project tensorflow tensorflow-tutorials
Last synced: 27 Jan 2025
https://github.com/aniket2021448/fakenewspredictionapp
The web app uses logistic regression on a dataset of 20,000 news articles, achieving 96% accuracy. It employs NLTK for text preprocessing and TF-IDF for feature extraction.
huggingface ml news nltk-python numpy pandas-python streamlit-webapp transformers-models
Last synced: 04 Jan 2025
https://github.com/otuemre/simplenet
A simple neural network framework built from scratch using Python and NumPy. Designed as a learning tool, SimpleNET includes essential layers, activation functions, and loss functions, enabling users to build and train basic neural networks from the ground up.
backpropagation deep-learning from-scratch machine-learning neural-network numpy python
Last synced: 29 Jan 2025
https://github.com/jaybfn/single-molecule-electrophysiology-data-analysis
Pynanopore serves as a sophisticated toolkit for analyzing single molecules, designed to interpret complex states within nanopore data automatically.
docker numpy pandas plotly pytest python3 streamlit streamlit-webapp
Last synced: 22 Jan 2025
https://github.com/npodlozhniy/portugal-taxes
Portugal tax console calculator for 2023
Last synced: 29 Jan 2025
https://github.com/npodlozhniy/dl-tinkoff
This is a warehouse of my homeworks for master MIPT deep learning course from Tinkoff FinTech
Last synced: 29 Jan 2025
https://github.com/keyurparalkar/breast-cancer-detection
Predict whether the cancer is benign or malignant
gradient-descent logistic-regression machine-learning numpy
Last synced: 20 Feb 2025
https://github.com/andydevs/optipy
Optimization algorithms written in python
numpy optimization optimization-algorithms
Last synced: 02 Jan 2025
https://github.com/bhanuprakashnani/scit-tasks
Tasks for the SCIT Work Shop.
Last synced: 31 Dec 2024
https://github.com/anand-sony/machine_learning
Machine Learning codes and concepts, including algorithms like K-means, PCA, and Linear Regression, with Python libraries (NumPy, Pandas, Matplotlib).
artificial-neural-networks kmeans-clustering knn linear-regression machine-learning matplotlib normalization numpy pandas pca python
Last synced: 05 Feb 2025
https://github.com/epsoft/convolutional-neural-network-for-recognizing-farsi-handwritten-digits
Convolutional Neural Network for Recognizing Farsi Handwritten Digits
cnn cnn-keras convolutional-neural-networks cv2 farsi matplotlib numpy persian recognizing-farsi-handwritten scipy seaborn sequential tensorflow
Last synced: 11 Jan 2025
https://github.com/epsoft/image-augmentation
Image Augmentation
conv2d database datase dense image-augmentation matplotlib numpy os pyplot sequential tensorflow
Last synced: 11 Jan 2025
https://github.com/chmohit91/python-learning-hub
A comprehensive collection of Python programming resources, from basics to advanced concepts. Built for learners, by learners
matplotlib numpy pandas plotly python python-library python3 seaborn
Last synced: 28 Nov 2024
https://github.com/windjammer6/7.-numpy-pandas-matplotlib-learning-and-practice-python
My learning journey of Python's Libraries NumPy, Pandas and Matplotlib
matplotlib numpy pandas python
Last synced: 29 Jan 2025
https://github.com/nickklos10/league-of-legends-match-predictor
Predicting League of Legends Match Outcomes Using Logistic Regression and PyTorch.
jupyter-notebook matplotlib numpy pandas pytorch scikit-learn seaborn
Last synced: 29 Jan 2025
https://github.com/mondalbidisha/landmark-recognition
A solution for identifying and recognizing landmarks from images, addressing key challenges and leveraging both algorithmic and human expertise to achieve high accuracy and reliability.
jupyter-notebook kaggle kaggle-datasets numpy pandas python3
Last synced: 29 Jan 2025
https://github.com/enoobis/conwaygolg
Conway's Game of Life Generator
conway conway-life conway-s-game-of-life conway-sgame conways-game conways-game-of-life game-of-life numpy python
Last synced: 15 Feb 2025
https://github.com/faraazarsath/guvi-task-4
This repository contains Python scripts for assessing and categorizing student performance data from two CSV files. The tasks include categorizing students based on their CodeKata scores.
data-visualization matplotlib numpy pandas
Last synced: 09 Jan 2025
https://github.com/byteshiva/getmaplocation
Automate Dummy data from the open data source. Parse International Address, Geopy to automate map locations using lat and lon, Cache geopy map location calls using sqlite3, Use Pandas to parse and convert CSV to JSON
csv-parser geopy json numpy pandas pandas-dataframe parser pickle python3 sqlite3
Last synced: 22 Jan 2025
https://github.com/lingumd/school_district_analysis
Updated test score data and school district analysis using Python.
averages binning jupyterlab numpy pandas pandas-loc python
Last synced: 23 Jan 2025
https://github.com/drtey/tryingml
Hands on Machine Learning´s fundamentals
jupyter-notebook machine-learning matplotlib numpy pandas python scikit-learn
Last synced: 21 Jan 2025
https://github.com/lilivalgo/ml_time_series
This project uses time series data to predict corn crop yield in Colombia
matplotlib numpy pandas scipy seaborn sklearn
Last synced: 02 Feb 2025
https://github.com/aniket2021448/movie-recommender-system
A Machine Learning Project implemented from scratch which involves web scraping, data engineering, exploratory data analysis, NLP processing and ML, achieving the functionality of a Content based movie recommender system
data-exploration data-exploration-and-preprocessing free-hosting-service machine-learning natural-language-processing nltk-python numpy pandas streamlit-webapp
Last synced: 04 Jan 2025
https://github.com/mairagalvao/final_grades
An analysis of the final grades of students using Python
matplotlib numpy pandas python3
Last synced: 20 Feb 2025
https://github.com/isinghabhishek/data_analysis_with_python
Introduction to Data Analysis covering the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis.
data-visualization exploratory-data-analysis numpy pandas python
Last synced: 11 Jan 2025
https://github.com/gregoritsch3/ml_eda_classification_loanapprovalprediction
An EDA and Machine Learning Classification exercise on the Loan Approval dataset demonstrating EDA, feature engineering, StratifiedKFold and the use of Tensorflow NN, SVC, LinearSVC, XGBoost, Naive-Bayes, Bagging, Random Forest and Decision Tree algorithms.etc. The modela are optimized using hyperparameter tuning through GridSearchCV.
eda feature-engineering machine-learning matplotlib numpy pandas scikit-learn scipy seaborn tensorflow
Last synced: 02 Feb 2025
https://github.com/shreeparab1890/duplicate-question-predictor
The ipython notebook is working to build a model which will detect duplicate questions if two questions pair are given.
bag-of-words nlp nlp-machine-learning nltk numpy pandas python random-forest scikit-learn sklearn streamlit
Last synced: 01 Jan 2025
https://github.com/mattkevan/data-science
Notes from learning various data science topics.
data-science matplotlib numpy python3
Last synced: 05 Feb 2025
https://github.com/jol79/python_exercises
Solving interesting python exercises on different topics
matplotlib-pyplot numpy pandas python3 pythonexercises scikit-learn seaborn
Last synced: 05 Feb 2025
https://github.com/solomonbaez/koios
Neural Network Framework, built from scratch in NumPy.
machine-learning neural-network neural-networks numpy
Last synced: 19 Feb 2025
https://github.com/lesiaukr/mathematic_for_cs_colab_hw
Master's_Mathematics_for_Computer_Science
google-colab latex linear-algebra matrices numpy vectors
Last synced: 29 Jan 2025
https://github.com/ashwin331133/liver_disease_detection
This dataset consists of 416 liver patient records and 167 non-liver patient records collected from North East of Andhra Pradesh, India. And The main objective of this project is to use classification algorithms to detect liver patients from healthy individuals.
data-visualization machine-learning numpy pandas python
Last synced: 22 Jan 2025
https://github.com/nickklos10/compressive-strenght-prediction
This project predicts concrete compressive strength using a neural network regression model built with Keras.
jupyter-notebook keras matplotlib numpy pandas python scikit-learn
Last synced: 04 Jan 2025
https://github.com/iv4n-ga6l/geometric-shapesrecognizer-in-image
Geometric shapes recognizer API built in python
api-rest flask numpy opencv python shaperecognitionapi
Last synced: 31 Jan 2025
https://github.com/iv4n-ga6l/genderdetection
Gender detection using gender classification model
genderclassification genderdetection numpy pil python resnet18 torch torchvision
Last synced: 31 Jan 2025
https://github.com/annygutierrez/ai-chatbot-python
Deep learning chatbot: Chatbot model to make predictions and chat back and forth with our user.
Last synced: 07 Jan 2025
https://github.com/matiassenia/modelo-prediccion-temperatura
Proyecto de machine learning que utiliza TensorFlow para predecir temperaturas en grados Fahrenheit a partir de temperaturas en grados Celsius. Incluye un script de Python para entrenar el modelo y realizar predicciones, así como datos de entrenamiento y visualizaciones
adam-optimizer machine-learning numpy python python3 tensorflow
Last synced: 27 Jan 2025
https://github.com/dev-mdirfan/recommendation-system-various-approaches
Recommendation System
css flask html javascript machine-learning numpy pandas
Last synced: 27 Jan 2025
https://github.com/arrmansa/leetcode-nice-solutions
Some solutions for leetcode problems that I found fun - either the algorithm or using numpy bruteforce where it shouldn't be
leetcode leetcode-python leetcode-python3 leetcode-solutions numpy python python3
Last synced: 22 Jan 2025
https://github.com/thangtran3112/machine-learning
Natural language processing, artificial neuron networks, Gen AI
artificial-neural-networks aws-bedrock aws-sagemaker gensim gru-neural-networks keras lemmatization lstm-neural-networks nltk numpy one-hot-encoding pandas python recurrent-neural-network scikit-learn tensorflow tfidf-vectorizer word2vec
Last synced: 30 Jan 2025
https://github.com/gaball1/alzheimer-prediction-ai
Alzheimer Prediction is a machine learning-based project designed to predict the likelihood of Alzheimer’s disease using clinical and imaging data. The project features an interactive web application built with Streamlit, enabling users to input key data, view predictions, and explore visualizations .
ai data-mining gradient-boosting jupyter-notebook logistic-regression logistic-regression-algorithm machine-learning matplotlib-python models numpy pandas python random-forest-classifier streamlit xgboost-classifier
Last synced: 27 Jan 2025
https://github.com/caioandrian/data-analyst-procon
Análise dos dados do Procon, período de 2013 à 2016.
Last synced: 12 Feb 2025
https://github.com/danny-1k/nnpy
Neural network library written from scratch in numpy
deep-learning neural-networks-from-scratch numpy python
Last synced: 19 Feb 2025
https://github.com/splithor1zon/edu-barriermethodlp
Education material for learning/teaching of Linear Progrmming using Barrier Method. Presentation with commentary and python code available.
barrier-method convex-optimization cvxpy educational-project linear-programming numpy presentation python
Last synced: 02 Feb 2025
https://github.com/notshrirang/opennn
Neural Networks for humans. An implementation from scratch in Python using NumPy. Consists of Optimizers such as Adam, SGD, Adagrad, RMSProp, and activation functions ReLU, Softmax and Losses. All implemented from scratch.
deep-learning machine-learning neural-network numpy
Last synced: 11 Feb 2025
https://github.com/omarsaad21/shopping-cart-eda
An EDA python project focusing on getting the most out of a movies dataset (- 1- combine this data together - 2- check messing values - 3- show summary statistics - 4- deal with date time and extract features from dates - 5- answer at least three questions from this data)
eda jupyter-notebook numpy pandas plotly python
Last synced: 14 Feb 2025
https://github.com/hasnainroopawalla/sudoku-generator
This algorithm can generate and solve a random Sudoku Puzzle Board using Backtracking
backtracking numpy python sudoku-generator
Last synced: 15 Feb 2025
https://github.com/sahil210695/numpy-basics
A brief overview of NumPy basics
data-science numpy numpy-tutorial python
Last synced: 21 Jan 2025
https://github.com/thiagohrcosta/machinelearning-temperature
A Small Machine Learning application leveraging Scikit-Learn and statistical learning to extract knowledge from data without explicit programming.
machine-learning numpy pandas python3 scikit-learn
Last synced: 03 Feb 2025
https://github.com/carterbox/libimage
Provides large (2k) test images as NumPy arrays.
Last synced: 02 Feb 2025
https://github.com/saraasgari99/videoclassificationusingdeeplearning
ML pipeline for biological video analysis using cutting-edge CNN architectures and industry-standard data processing and ML techniques
computer-vision data-processing keras-tensorflow machine-learning numpy sklearn tensorflow
Last synced: 23 Jan 2025
https://github.com/yessasvini23/pytorch-bootcamp-on-ai-by-opencv
This OpenCV course is highly recommended for individuals seeking an introductory experience in Computer Vision and AI, and who wish to establish a strong foundation for their career development.
cnn-classification computer-vision cv2-library deeplearning-ai numpy opencv pytorch rnn-tensorflow
Last synced: 18 Feb 2025
https://github.com/hamishivi/denserflow
A basic numpy neural net library. This achieved high marks in a uni assignment!
deep-learning neural-network numpy
Last synced: 27 Jan 2025
https://github.com/abolfazl-younesi/levy-walk
This repository contains a Python implementation of the Lévy Walk simulation, a random walk model with a power-law step length distribution. The code simulates multiple walkers with boundary conditions and visualizes their trajectories for different values of the power-law exponent.
levy-walks matplotlib numpy python random-walk
Last synced: 19 Feb 2025
https://github.com/doga0/company-management-system
Company Management System with usage of OpenCV, PyQt5 and MongoDB
desktop-app face-detection face-recognition gui mongodb numpy opencv pyqt5 python
Last synced: 14 Feb 2025
https://github.com/raduldev/ibm_capstone_final_project
IBM Data Science Professional Certifcate Capstone Project
api arcgis-api folium-maps foursquare-api ibm-watson jupyter-notebook matplotlib numpy pandas python3 sklearn
Last synced: 29 Jan 2025
https://github.com/chandkund/personalized-meal-recommendation
This project focuses on building a personalized meal recommendation system by predicting cuisines based on the ingredients used. Leveraging NLP and a deep learning model, this system helps users discover meal options tailored to their preferences.
matplotlib nlp numpy pandas sklearn
Last synced: 03 Feb 2025
https://github.com/eljandoubi/genre_classification
Create an ML pipeline for Genre Classification using MLflow.
hydra machine-learning mlflow numpy pandas pandas-profiling pytest scikit-learn scipy wandb
Last synced: 24 Jan 2025
https://github.com/sultanazhari/factors-that-affect-vehicle-prices.
Crankshaft List Company want to know what the factors that affect to vehicles prices. As a data Analyst we're giving list of factor that affect with vehicle prices.
matplotlib-pyplot numpy python3 seaborn vehicles
Last synced: 25 Jan 2025
https://github.com/sultanazhari/game-trend
Ice as a online store Video Games want to know a new trend of video game to help them prepare a video games which is more profitable to sell. As a data Analyst we're giving a trend of video game by genre, platform, console and the others clasification.
matplotlib-pyplot numpy pandas python3 scipy-stats video-game
Last synced: 25 Jan 2025
https://github.com/gemmus/tictactoe-ai
Built with minimax algorithm, using pygame.
minimax-algorithm numpy oop pygame python tic-tac-toe
Last synced: 30 Jan 2025
https://github.com/jayanthpotluri5513/heart-disease-prediction-using-ml
This project aims to develop a machine learning model for heart disease prediction, leveraging the potential of advanced algorithms and a comprehensive dataset.
machine-learning matplotlib numpy pandas python
Last synced: 13 Feb 2025
https://github.com/amruta33/credit_card_analysis
The loan providing companies find it hard to give loans to the people due to their insufficient or non-existent credit history. Because of that, some consumers use it as their advantage by becoming a defaulter.
Last synced: 05 Feb 2025
https://github.com/5hraddha/eda-instacart-customers-shopping-habits
In this Exploratory Data Analysis (EDA) project we'll clean up the data and prepare a report that gives insight into the shopping habits of Instacart customers.
data-visualization exploratory-data-analysis instacart matlpotlib numpy pandas
Last synced: 07 Jan 2025
https://github.com/jeet1995/brain-corp-robot-scan-filter
argparse numpy python shell-script unittest
Last synced: 04 Jan 2025
https://github.com/5hraddha/optimize-oil-well-locations
In the quest for harnessing valuable energy resources, the OilyGiant mining company wants to expand its operations by discovering new oil well locations. To achieve this, a data-driven approach is adopted, leveraging geological exploration data from three distinct regions and employing techniques in data analysis and modeling.
linear-regression numpy pandas scikit-learn supervised-learning
Last synced: 07 Jan 2025
https://github.com/wrighang/06_python-api-challenge
Module 6: Python APIs
api citipy geoapify hvplot jupyter-notebooks matplotlib numpy open-weather-api pandas python scipy-stats
Last synced: 23 Jan 2025
https://github.com/rishikesh-jadhav/machine-learning-practice-projects
This repository contains my end to end ML practice projects as a part of the ML zero to mastery course by Daniel Bourke and Andrei Neagoie
classification data-science data-visualization dataanalysis deep-learning hadoop jupyter-notebooks machine-learning neural-network numpy pandas pyspark python pytorch regression scikit-learn supervised-learning tensorflow time-series transfer-learning
Last synced: 22 Jan 2025
https://github.com/anshpg/popularity-based-book-recommendation-system
I developed a popularity-based book recommendation system using Google Colab, leveraging libraries like pandas, numpy, and matplotlib. The dataset was obtained from Kaggle.com, consisting of three CSV files: books.csv, ratings.csv, and users.csv.
collab csv kaggle-dataset matplotlib-pyplot numpy pandas python
Last synced: 21 Jan 2025
https://github.com/anshpg/vectorwave
The Jupyter Notebook (ipynb file) contained within this repository serves as the primary codebase for this project. It demonstrates how to preprocess the input data, train the logistic regression classifier, evaluate its performance, and save the trained model for future use.
collab jupyter-notebook matplotlib-pyplot numpy pandas python sklearn
Last synced: 21 Jan 2025
https://github.com/hadjuse/spotify-recommendation-knn
Here is a project that I made which contains graphics and analysis of a dataset that I found about songs and the caracteristic of them.
graphics interpretation matplotlib music numpy plotly spotify
Last synced: 05 Feb 2025
https://github.com/eljandoubi/disasterresponsepipeline
Project aim is to build a Natural Language Processing (NLP) model to categorize messages on a real time basis.
flask nltk numpy pandas plotly scikit-learn scipy sqlalchemy
Last synced: 24 Jan 2025
https://github.com/ismaelvr1999/bioinspiredalgorithms
This repository contains implementations of various bioinspired algorithms for optimization and machine learning.
machine-learning matplotlib numpy python tensorflow
Last synced: 19 Feb 2025
https://github.com/mansurpro/digitrecognizer
DigitRecognizer is a simple, handcrafted neural network implemented with NumPy to classify handwritten digits from the MNIST dataset. This project demonstrates the foundational principles of neural networks, including forward propagation, backpropagation, and gradient descent, all built from scratch without relying on deep learning frameworks.
backpropagation custom-dataset data-visualization deep-learning from-scratch gradient-descent handwritten-digit-recognition machine-learning minimal-dependencies mnist neural-network numpy python
Last synced: 02 Feb 2025
https://github.com/loaiwalid07/portfolio
Loai Nazeer portfolio
classification clustering computer-vision data-science deep-learning deep-neural-networks machine-learning matplotlib matplotlib-pyplot nlp nlp-machine-learning nltk numpy pandas plotly sklearn streamlit tensorflow-tutorials
Last synced: 18 Jan 2025
https://github.com/sujit1011/air-quality-index-prediction
machine-learning numpy pandas regression scikit-learn
Last synced: 04 Jan 2025
https://github.com/tapishr/numpy-rnn
Implementation of an RNN using numpy library in python
numpy python recursive-neural-network rnn
Last synced: 05 Feb 2025
