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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/shaadclt/data-preprocessing-pipeline

This project contains a data preprocessing pipeline implemented in Python using the pandas and numpy libraries. The pipeline handles missing values, outliers, and normalizes numeric features in a dataset.

numpy pandas scikit-learn

Last synced: 02 Feb 2025

https://github.com/eddieantonio/fast-sp

Benchmarking C, Python, and Rust on the "sp" problem

benchmarking numpy python rust simd

Last synced: 20 Jan 2025

https://github.com/andreypomortsev/yndx-python-handbook

100% test-covered solutions for the Yandex Python Basics tasks with configured CI

algorithms ci coverage discrete-mathematics flake8 github-actions math numpy pandas poetry pytest python3 requests

Last synced: 10 Nov 2024

https://github.com/tpgillam/mt2

Stransverse mass computation, compatible with numpy.

high-energy-physics numpy physics python

Last synced: 23 Oct 2024

https://github.com/vartikaraj2512/dsml-internship-devtown-notebooks-

🌟 Data Science & Machine Learning Internship Projects 📊 Explore a curated collection of DS & ML notebooks covering topics like regression models, clustering, NLP, and deep learning. Dive into real-world projects such as price prediction, sentiment analysis, and customer segmentation. This repository reflects modern data-driven industry solutions

data-science filehandling googlecolab json kaggle keras machine-learning matplotlib numpy pandas python scikit-learn seaborn sql tensorflow

Last synced: 31 Oct 2024

https://github.com/tmtenbrink/frc

frc is a Python package for computing the Fourier Ring Correlation (FRC) of images using DIPlib

image-analysis image-processing microscopy numpy python scipy super-resolution

Last synced: 12 Feb 2025

https://github.com/ivorforce/python-arrayclass

A python class decorator similar to dataclass that uses a contiguous numpy array to store values.

dataclass numpy python

Last synced: 14 Oct 2024

https://github.com/louis-finegan/lorenz-attractors-pygame-python3

Chaos Equations (Lorenz Attractors) in python3 using the pygame, scipy and numpy libaries.

chaos-equations lorenz-attractor numpy pygame python python3 scipy

Last synced: 01 Feb 2025

https://github.com/hameerabbasi/sparse-ndarray-protocols

Proposed protocols for sparse ndarray implementations in Python/SciPy

numpy python scipy sparse-matrix

Last synced: 01 Feb 2025

https://github.com/AlbertSuarez/which-dog-are-you

🐶 Dog and face person matcher based on image similarity

dog hackathon nmslib numpy python similarity tensorflow

Last synced: 26 Oct 2024

https://github.com/fandreuz/parallel-mapped-distance-matrix

Parallel mapped distance matrix with NumPy and Numba

hacktoberfest hpc numba numpy

Last synced: 21 Jan 2025

https://github.com/moindalvs/assignment_hypothesis_test

A F&B manager wants to determine whether there is any significant difference in the diameter of the cutlet between two units. A randomly selected sample of cutlets was collected from both units and measured? Analyze the data and draw inferences at 5% significance level. Please state the assumptions and tests that you carried out to check validity of the assumptions.

2sample-2tail anova-test chisquare chisquare-test contingency-table hypothesis hypothesis-testing numpy numpy-arrays pandas scipy-stats testofindependence

Last synced: 18 Jan 2025

https://github.com/29dch/linearalgebra

线性代数相关py代码

anaconda3 numpy python scipy

Last synced: 10 Jan 2025

https://github.com/danielpuentee/outdpik

The fundamental toolkit for outliers search and visualization. It aims to be the fundamental high-level package for this purpose.

data-analysis matplotlib numpy python

Last synced: 17 Dec 2024

https://github.com/hrolive/python4hpc

Python from an HPC viewpoint, the most practical tools, and various indispensable libraries for HPC use cases.

cudf cython dask developer-tools high-performance-computing mpi4py numpy pandas python

Last synced: 04 Jan 2025

https://github.com/fx-kirin/faster_numpy

make numpy faster again.

numpy python

Last synced: 01 Feb 2025

https://github.com/hritik5102/numpy-for-beginners

NumPy is a Python library that is the core library for scientific computing in Python.

numpy numpy-arrays numpy-basic numpy-exercises numpy-for-beginners numpy-trick numpy-tutorial

Last synced: 06 Feb 2025

https://github.com/rithwikksvr/positive-negative-review-classifier

We always give ratings and reviews to many products that we buy online. So these online companies have to check constantly about the review of their products. Currently they use Machine Learning to assess the Rating of a Product and can get can a sense by applying classifiers on these reviews. In the end these classifiers can classify if a review is a Positive or a Negative one.

deep-learning keras machine-learning ml nlp numpy python

Last synced: 12 Jan 2025

https://github.com/sanda0/face_recognizer

opencv face recognition app

numpy opevcv pillow pyqt5 python

Last synced: 07 Feb 2025

https://github.com/mathiasotnes/back-propagation

Neural network framework. The back-propagation algorithm is implemented with numpy, and the package supports basic activation functions, loss functions and neural architectures.

back-propagation deep-learning neural-network numpy

Last synced: 10 Feb 2025

https://github.com/nstarman/overload_numpy

Utilities for NumPy overrides with __array_(u)func(tion)__

interoperability mypyc numpy python

Last synced: 11 Jan 2025

https://github.com/saura-t/mnist-handwritten-digit-recognition

The MNIST dataset consists of 0-9 digits with black background and white digit. The Handwritten digit recognition successfully identifies all the handwritten digits using sequential model.

classification digit-recognition handwritten-digit-recognition jupyter-notebook mnist-classification mnist-dataset numpy python3 tensorflow

Last synced: 19 Jan 2025

https://github.com/guocuimi/minitf

Simplified version of Tensorflow for learning purposes.

autodiff backpropagation deep-learning gradients neural-networks numpy python tensorflow

Last synced: 01 Jan 2025

https://github.com/dr-noob/qr_reader

QR code reader using OpenCV and pyzbar

computer-vision numpy opencv pyzbar qrcode

Last synced: 01 Feb 2025

https://github.com/huangyxi/aprint

A Python printing package for those who don't care about the actual elements of array-like data but the types and shapes within a complex data structure

machine-learning machine-learning-library numpy pretty pretty-print print pytorch

Last synced: 12 Dec 2024

https://github.com/samyak2/numpytorch

Simple neural network implementation in numpy with a PyTorch-like API

deep-learning neural-network numpy pytorch

Last synced: 10 Jan 2025

https://github.com/burhanahmed1/twitter-sentiment-analysis-using-pyspark

This repository contains a project that demonstrates how to perform sentiment analysis on Twitter data using Apache Spark, including data preprocessing, feature engineering, model training, and evaluation.

apache-spark batch-gradient-descent kmeans-clustering knearest-neighbor-classification machine-learning matplotlib nltk-python numpy pandas pyspark python schotastic-gradient-descent seaborn sentiment-analysis textblob-sentiment-analysis

Last synced: 14 Feb 2025

https://github.com/efecanxrd/dlib-face-detection

The project takes the image from the real time camera with the opencv library. We can process this data with dlib and scan 68 points on our face.

cv2 dlib dlib-face dlib-face-detection dlib-face-recognition dlib-library face-detection face-recognition facedetect facedetection numpy opencv opencv-detection-models opencv-python python python-cv2 pythondlib

Last synced: 15 Jan 2025

https://github.com/surajv311/data_analysis-food_recipes_ds

Data preprocessing, cleaning, <Analysis> & plotting 📊 of Food Recipies Dataset (from Kaggle). 🐍 Libraries used: Pandas, Matplotlib, Seaborn, Plotly.📈

data-analysis kaggle-dataset matplotlib numpy pandas plotly seaborn

Last synced: 21 Jan 2025

https://github.com/izam-mohammed/celebrity-classification

In this end-to-end data science and machine learning project 📊, we classify sports personalities 🏀. After Hyperparameter tuning 🔧, I found that a Support Vector Machine (SVM) is the best for this classification 🏆. The model has 85% accuracy 📈 in classifying images 📸.

flask image-classification machine-learning ml-project model numpy pandas python svm

Last synced: 09 Jan 2025

https://github.com/simeonhristov99/ml_23-24

Practice sessions for the elective course "Machine Learning and Data Mining" in the Faculty of Mathematics and Informatics, Sofia University.

data-science jupyter-notebooks machine-learning matplotlib numpy pandas python3

Last synced: 14 Nov 2024

https://github.com/pulkin/curious

Parallel sampling of multidimensional functions

integration numerical-optimization numpy python sampling scipy

Last synced: 05 Feb 2025

https://github.com/vidhi1290/cyclegan-implementation-for-image-to-image-translation

🖼️ Our CycleGAN Implementation for Image-to-Image Translation project leverages PyTorch to seamlessly transform images between domains, all without paired examples. With a keen focus on innovation and effectiveness, we've explored CycleGAN's capabilities across various domains. Join us as we delve into the world of image translation technology! 🚀

artificial-intelligence cycle-gan deep-learning deep-neural-networks gan github-config machine-learning numpy pillow python pytorch torchvision unsupervised-learning

Last synced: 02 Feb 2025

https://github.com/vasulab/rgfrosh

A frozen shock solver for ideal and real gas equations of state.

equation-of-state ideal-gas numpy python real-gas shock-tube

Last synced: 13 Feb 2025

https://github.com/bemwamalak/mathsolver

A math solver project made for mathematics course at Cairo University.

linear-algebra numpy python sympy

Last synced: 13 Nov 2024

https://github.com/crosschainer/e-peen

Benchmark CPU, Benchmark GPU, Storage, RAM using Python

benchmark benchmarking cpu-benchmark gpu-benchmark numpy pyopencl

Last synced: 17 Nov 2024

https://github.com/ruban-edward/ai-virtual-painter

Developed an application that allows us to virtually paint in the air using their fingers. Developed in python using Opencv ,MediaPipe and Numpy

handtrack-library math mediapipe numpy opencv2 os

Last synced: 19 Jan 2025

https://github.com/fabianacampanari/iris-dataanalysis-seaborn-

🌸 The provided code snippet is a Python script that uses matplotlib to plot the numerical and exact derivatives of a function f4 over a range of values. The script generates a sequence of values x from -5 to 5, calculates the derivatives using two different methods, and then plots the results for comparison.

iris-dataset jupyter-notebook machine-learning matplotlib numpy pandas pyplot python-lambda python3 scikit-learn seaborn seaborn-plots

Last synced: 19 Jan 2025

https://github.com/akash-rajak/image-editor

Python Script for editing image.

cv2 image-editor numpy os python3 random tkinter

Last synced: 01 Feb 2025

https://github.com/eloyekunle/widompython

Python Data Explorations

jupyter-notebook numpy python

Last synced: 09 Feb 2025

https://github.com/ginberg/boston_housing

Predicting house prices in Boston with python/scikit-learn

jupyter-notebook machine-learning-algorithms numpy predicting-housing-prices python scipy

Last synced: 22 Jan 2025

https://github.com/eve-ning/numpy_as_strided_guide

NumPy as_strided Guide

numpy numpy-tutorial python

Last synced: 08 Feb 2025

https://github.com/concaption/minimem-vector-store

minimem is a minimal implementation of in-memory vector-store using only numpy

numpy vector-store

Last synced: 16 Dec 2024

https://github.com/hexdecimal/raywizard

A game submitted to the 2021 7DRL. You play as a wizard with magical abilities which can alter the terrain around you.

7drl 7drl2021 itchio libtcod numpy python-3 python-tcod roguelike-game

Last synced: 19 Nov 2024

https://github.com/trainingbypackt/data-visualization-with-python-elearning

Create an impact with meaningful data insights using interactive and engaging visuals

data-visualization datascience geoplotlib matplotlib numpy pandas python seaborn

Last synced: 14 Nov 2024

https://github.com/samarthgarge/30-days-of-datascience

📊 30 Days of Data Science is a daily challenge to guide you through Data Science essentials. From basics to advanced, this repo offers clear examples, practical exercises, and resources to help you master Data Science, one day at a time. Whether you're new or refining your skills, this challenge has something for you. Join the journey now! 🚀

data-science exploratory-data-analysis machine-learning matplotlib-pyplot numpy pandas python3 seaborn

Last synced: 07 Dec 2024

https://github.com/cchandre/guiding-center

Guiding-center dynamics in plasma physics

gyrokinetic hamiltonian numpy plasma-physics python3 scipy sympy

Last synced: 10 Nov 2024

https://github.com/vinicius999/icu-beds-forecast-covid-19-brazil

Predição do percentual de ocupação de leitos de UTI no Brasil devido a pandemia do COVID-19 tendo como base a evolução da vacinação, usando Support Vector Regression (SVR)

covid-19 gridsearch-tuning matplotlib numpy pandas plotly python sklearn support-vector-regression

Last synced: 13 Nov 2024

https://github.com/jn513/image-editor

Pequeno editor de imagens, feito com Python, Pillow e Python OpenCV

numpy opencv-python pillow python3

Last synced: 08 Feb 2025

https://github.com/marcelovilla/gdal-py-snippets

Small different-purpose programs using gdal-python bindings (and a fair amount of NumPy)

gdal gdal-python numpy ogr pandas python raster shapefile

Last synced: 23 Jan 2025

https://github.com/kiwi0fruit/featherhelper

Concise interface to cache numpy arrays and pandas dataframes

cache numpy pandas pyarrow python

Last synced: 16 Jan 2025

https://github.com/aidarkhaibulov/chaos-cubes-art

Computer graphics artwork. It's raster graphics which simulates Brownian motion.

bresenham-algorithm brownian-motion computergraphics matplotlib numpy

Last synced: 22 Jan 2025

https://github.com/simoesleticia/numpy-studies

Explorando e aprimorando habilidades em NumPy

numpy numpy-tutorial python studies

Last synced: 16 Nov 2024

https://github.com/nengo/nengo-gyrus

Recursively generate large-scale Nengo models using NumPy semantics.

functional-programming nengo neural-networks numpy python

Last synced: 25 Jan 2025

https://github.com/omkarpattnaik8080/numpy01

Learning Numpy library

data-science numpy

Last synced: 14 Jan 2025

https://github.com/justinlubin/cobbler

Refactor programs to use library functions!

elm numpy program-synthesis python refactoring

Last synced: 18 Nov 2024

https://github.com/matsjfunke/feedforward-neural-network-from-scratch

Fully Connected Neural Network (FCNN) from scratch in python & Notes to aid understanding the workings of neural networks

backpropagation forward-propagation gradient-descent mnist neural-network numpy pandas python

Last synced: 07 Dec 2024

https://github.com/mayukhdeb/gradient-games

mostly contains scratchy numpy code to build and train basic neural networks. You might also find a few experiments on torch.

neural-networks numpy

Last synced: 12 Feb 2025

https://github.com/akash-peace/face-recognition

AJ Face Recognizer project objective is to make a face recognizing model from own dataset of two faces.

facenet keras matplotlib mtcnn npz numpy opencv pickle pillow python3 sav scikit-learn

Last synced: 12 Feb 2025

https://github.com/tambeta/juice

Terrain generator + a simple top-down scrolling engine skeleton

numpy opengl pyglet python python3 scipy terrain terrain-generation top-down

Last synced: 16 Jan 2025

https://github.com/bhattbhavesh91/self-attention-python

This repository will guide you to implement a simple self-attention mechanism using the Python's NumPy library

attention-mechanism numpy python self-attention self-attention-implementation

Last synced: 16 Nov 2024

https://github.com/aidarkhaibulov/flower-art

🌼Computer graphics artwork. It's raster graphics flower drawn by using Bézier curves in order to animate petals tearing off.

bezier-curves computergraphics matplotlib numpy

Last synced: 22 Jan 2025

https://github.com/sb-child/spectrum-analyzer

a simple spectrum analyzer (audio visualizer) using python and esp8266

arduino audio esp8266 fft fft-analysis led numpy platformio python spectrum u8g2 visualizer

Last synced: 13 Nov 2024

https://github.com/akash-peace/ar-video

AR Video project objective is to make a Augmented Reality based virtual video.

aruco hologram numpy opencv-contrib pypi python3

Last synced: 12 Feb 2025

https://github.com/prakharjadaun/ml-learn-with-me

Learn Machine learning and its different algorithms with me. In this repo, I upload well explained ml algorithms and topics related to statistics.

backpropagation data-visualization keras-neural-networks learn-with-me machine-learning numpy seaborn

Last synced: 18 Jan 2025

https://github.com/wtcpython/funcdrawer

一个简单，易上手的绘图软件

numpy pyqtgraph pyside6 python

Last synced: 14 Jan 2025

https://github.com/azogue/rpi_docker_base

Docker container for RPI3 SaaS development, with Python 3.6.6, Numpy, Pandas and Scipy installed

docker-image numpy pandas python-3-6 scipy

Last synced: 05 Feb 2025

https://github.com/bhavik-jikadara/car-price-prediction

Car price prediction system to effectively determine the worthiness of the car using a variety of features.

car-price-prediction carpriceprediction dataset machinelearning numpy pandas

Last synced: 18 Jan 2025

https://github.com/utsanjan/traffic-prediction-model

Traffic prediction model built with python using Machine learning and Image processing

anaconda image-processing ipynb jupyter-notebook machine-learning matplotlib numpy pip python python3 tensorflow traffic-prediction

Last synced: 22 Nov 2024

https://github.com/miteshputhran/nyc-vehicle-collision-analysis

Used vehicle collision data from NYC Open Data to analyse various factors for collisions, identifying the vehicle type involved in the crashes and using weather dataset to identify how snowfall and precipitation had caused increase in collisons

collision csv folder-structure json matplotlib newyork numpy nyc pandas python vehicles

Last synced: 04 Dec 2024

https://github.com/chrismaree/icao-weather-analysis-python

Repository for ELEN3007 - Probabilistic Systems Analysis Assignment assignment using Jupyter Notebooks and Numpy to preform calculations

jupyter-notebook numpy

Last synced: 16 Jan 2025

https://github.com/aidarkhaibulov/teapot-art

Computer graphics artwork. It's raster graphics teapot which implemented by using Bresenham's algorithm to draw the lines between points.

bresenham-algorithm computergraphics matplotlib numpy

Last synced: 22 Jan 2025

https://github.com/tsg405/applied-machine-learning-in-python

This Repo contains - Starter files, Coursework, Programming Assignments for the course --> Applied Machine Learning in Python, University of Michigan [COURSERA]

applied-machine-learning assignment classification coursera data-science fruit-dataset machine-learning matplotlib-pyplot numpy pandas python quiz regression scikit-learn scipy seaborn supervised-machine-learning university-of-michigan unsupervised-machine-learning

Last synced: 27 Nov 2024

https://github.com/thoduv/pyradar5

Python wrapper for the RADAR5 DDE integrator

differential-equations mathematics numerical-methods numpy physics-simulation python

Last synced: 17 Jan 2025

https://github.com/aidarkhaibulov/pendulum-art

Computer graphics artwork. It's raster graphics pendulum-balls implemented by using NURBS curves.

computergraphics matplotlib numpy nurbs-curves

Last synced: 22 Jan 2025

https://github.com/blazer-007/movie-recommendation-system

Movie Recommendation System Project using Pandas

data-science movie-recommendation-system numpy pandas

Last synced: 28 Jan 2025

https://github.com/ranjan2104/gesture-volume-control-opencv

Gesture Control to change the volume of a computer. We first look into hand tracking and then we will use the hand landmarks to find gesture of our hand to change the volume. This project is module based which means we will be using a previously created hand module which makes the hand tracking very easy.

comtypes ctypes handtrackingmodule math mediapipe-hands numpy opencv python3 time

Last synced: 11 Nov 2024

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