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: 2025-02-05 00:21:03 UTC
- JSON Representation
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/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/rajshah1/datastructurealgo-6140
Comparison Based Sorting Algorithms | ITCS 6114 | Course Project
numpy python random-number-generators sorting-algorithms
Last synced: 30 Dec 2024
https://github.com/kaslanarian/fastconv
卷积操作(1d, 2d)的快速实现
convolution convolutional-neural-networks numpy
Last synced: 18 Jan 2025
https://github.com/gdbecker/100daysofcodepython
Challenge projects from Angela Yu's 100 Days of Code: Python course on Udemy
authentication beautifulsoup4 bootstrap django firebase flask numpy pandas python selenium-python sklearn smtplib sqlite3 tkinter-python turtle-python web-development
Last synced: 17 Jan 2025
https://github.com/karan-malik/restrictedboltzmannmachine
Python3 implementation of the Unsupervised Deep Learning Algorithm, Restricted Boltzmann Machine.
artificial-intelligence artificial-neural-networks boltzmann-machines deep-learning deep-learning-algorithms deep-neural-networks numpy numpy-neural-network python python3 pytorch pytorch-implementation restricted-boltzmann-machine torch unsupervised-deep-learning unsupervised-learning unsupervised-learning-algorithms unsupervised-machine-learning
Last synced: 14 Jan 2025
https://github.com/fandreuz/parallel-mapped-distance-matrix
Parallel mapped distance matrix with NumPy and Numba
Last synced: 21 Jan 2025
https://github.com/tensorush/machine-learning-notebooks
:robot: :books: Notebook implementations of machine learning algorithms (19.02.2022).
genetic-algorithm genetic-algorithms gradient-descent gradient-descent-algorithm jax machine-learning machine-learning-algorithms notebooks numpy numpy-exercises python
Last synced: 06 Nov 2024
https://github.com/intelpython/optimizations_bench
Collection of performance benchmarks used to present optimizations implemented for Intel(R) Distribution for Python*
benchmark mkl-umath numpy python
Last synced: 15 Nov 2024
https://github.com/vasukalariya/generative-modelling
Implementation of various generative models using PyTorch.
conditional-gan dcgan gan generative-model image-reconstruction mnist neural-network numpy pytorch rbm restricted-boltzmann-machine vae variational-autoencoder
Last synced: 21 Jan 2025
https://github.com/manikantasanjay/loan_repayment_regression_project
Prediction Of Loan Repayment using Sequential Neural Networks on Lending Club Dataset.
data-analysis data-visualization lending-club loan-repayment matplotlib numpy pandas-library seaborn tensorboard tensorflow
Last synced: 05 Nov 2024
https://github.com/parimala24-ds/data-science-interview-practice23
DATA-SCIENCE-INTERVIEW-PRACTCE-CODE2023
2024 dataanlytics datascience interview-practice interview-questions numpy pandas python python3 pythonbasics pythonbeginner pythondeveloper pythonprograms
Last synced: 15 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/ruferdz/face-detector
😁 An implementation of Face Detection and Face Recognition using Python OpenCV
face-detection face-recognition numpy opencv-python pillow
Last synced: 20 Jan 2025
https://github.com/g0r0kh/hh_api_app
labour market metrics app
api flet flutter json matplotlib numpy pandas
Last synced: 09 Oct 2024
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/mayukhdeb/gradient-games
mostly contains scratchy numpy code to build and train basic neural networks. You might also find a few experiments on torch.
Last synced: 20 Dec 2024
https://github.com/vidhi1290/lung-cancer-detection-app
🔍 Discover the future of healthcare with our Lung Cancer Detection Project. Using advanced machine learning techniques, we've achieved 92% accuracy in identifying lung cancer. Join us at the forefront of medical AI. 👩⚕️🌟 #AIHealthcare #LungCancerDetection
artificial-intelligence cancer-detection datascience datascience-machinelearning kaggle lungcancer machine-learning machine-learning-algorithms numpy pandas python randomforest
Last synced: 02 Feb 2025
https://github.com/hegdepavankumar/chatbot-using-python-nltk
Chatbot Developed with the help of NLP and Python
anaconda chatbot jupyter-notebook machine-learning nlp numpy pandas project python3 sklearn text text-classification textrecognition
Last synced: 23 Nov 2024
https://github.com/mateuszk098/kaggle-notebooks
Bunch of notebooks collection from Kaggle competitions.
data-science deep-learning jupyter-notebook kaggle kaggle-competition lightgbm machine-learning machine-learning-algorithms neural-networks notebook numpy pandas python python3 pytorch scikit-learn supervised-learning tensorflow unsupervised-learning xgboost
Last synced: 07 Nov 2024
https://github.com/omkarpattnaik8080/credit-card-fault-detection-system
"Developing a credit card fraud detection system using machine learning techniques to identify and prevent fraudulent transactions, ensuring the security and integrity of financial transactions for users and businesses."
aws data-science machine-learning matplotlib numpy pandas statistics
Last synced: 02 Feb 2025
https://github.com/pothosware/pothosnumpy
Pothos toolkit for NumPy API support
dataflow dataflow-programming numpy pothos python
Last synced: 15 Nov 2024
https://github.com/Rahulkumarr2080/Comcast-Telecom-Consumer-Complaints
Comcast is an American global telecommunication company. The firm has been providing terrible customer service. They continue to fall short despite repeated promises to improve. Only last month (October 2016) the authority fined them $2.3 million, after receiving over 1000 consumer complaints. The existing database will serve as a repository of public customer complaints file.
comcast-telcom-complaints data-science data-scientists data-visualization datascience datascience-with-python jupyter-notebook matplotlib numpy pandas python python-for-data-science rahul-kumar rahul-kumar-thakur
Last synced: 30 Oct 2024
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/madeyoga/machine-learning
Tensorflow & scikit-learn examples
numpy pandas scikit-learn tensorflow
Last synced: 15 Nov 2024
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: 12 Oct 2024
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/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/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: 18 Dec 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/jintao-huang/leetcode-cpp
jintao的cpp库: leetcode, mini_stl, ml.
algorithm cpp cpp17 data-structure leetcode machine-learning mini-stl numpy stl
Last synced: 21 Jan 2025
https://github.com/wesdoyle/deep-learning-book-notes
My notes from the Deep Learning book by Goodfellow, Bengio, and Courville. (WIP)
deep-learning linear-algebra machine-learning numpy
Last synced: 28 Jan 2025
https://github.com/farid-karimi/digit-recognizer
Digit Recognizer Neural Network
digit-recognizer matplotlib mnist neural-network numpy pandas
Last synced: 17 Jan 2025
https://github.com/avinashkranjan/mask-detector
Part of 🚀 SunsOutHacksOut Hackathon 😷 Mask-Detector
covid-19 machine-learning mask-detector numpy python3 sunsouthacksout tensorflow2
Last synced: 25 Oct 2024
https://github.com/brightway-lca/matrix_utils
Utilities to build and iterate on matrices using datapackages
Last synced: 13 Oct 2024
https://github.com/jwillikers/detectionator
A Raspberry Pi camera for taking pictures using object detection.
camera computer-vision gps numpy object-detection opencv python raspberry-pi tensorflow tensorflow-lite
Last synced: 08 Nov 2024
https://github.com/clementreiffers/maze-creator
a maze generator made in python
matplotlib maze maze-generator numpy python python3
Last synced: 17 Dec 2024
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/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/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/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/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/bhattbhavesh91/gradient-descent-numpy-example
Gradient Descent Algorithm Implementation using NumPy
gradient-descent gradient-descent-algorithm linear-regression numpy
Last synced: 16 Nov 2024
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/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/ksasi/machine-learning-capstone-project
Machine Learning Capstone Project - Udacity MLND(State Farm Distracted Driver Detection)
cnn-classification computer-vision deep-learning deep-neural-networks keras keras-tensorflow machine-learning-capstone numpy python3 sklearn udacity-mlnd
Last synced: 07 Jan 2025
https://github.com/machphy/python_programming_
Here is all python program , For beginner to supper , for machine learning and As a best language for me "python"
filehandling function list modules multithreading numpy oops-in-python os python-data-analysis thinker tuples
Last synced: 13 Nov 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/shreyamalogi/personalized-travel-planning-system
"Personalized Travel Planning System," uses a graphical user interface (GUI) to help users plan personalized travel experiences. It recommends tourist destinations based on user preferences and provides information about nearby places.
knn-algorithm machine-learning-algorithms matplotlib numpy pandas python scikit-learn tkinter-gui
Last synced: 09 Dec 2024
https://github.com/pulkin/curious
Parallel sampling of multidimensional functions
integration numerical-optimization numpy python sampling scipy
Last synced: 12 Dec 2024
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/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/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: 12 Dec 2024
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/matx64/rs-cvbot
Old School Runescape (MMORPG) Bot created using OpenCV (template matching) for object identification
Last synced: 17 Dec 2024
https://github.com/zang-langyan/autolik
Provide the automatic differentiation for Likelihood maximization routine
automatic-differentiation distributions loglikelihood maximum-likelihood numpy python
Last synced: 06 Dec 2024
https://github.com/msiddhu/emotion-detection
A emotion detection tool based on TensorFlow and OpenCV
accuracy dataset emotion-detection faces numpy opencv python tensorflow tensorflow-models webcam-feed
Last synced: 03 Nov 2024
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/regalk13/facial-recognition
Python Facial Recognition using Opencv and numpy.
numpy opencv-python python recognition-face
Last synced: 06 Jan 2025
https://github.com/crispengari/keras-api
💎 Introduction to Keras API and TensorFlow for Researchers
ai deep-learning jupyter-notebook keras machine-learning matplotlib numpy python scikit-learn tensorflow
Last synced: 16 Dec 2024
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/punitgr/hackerrank
Solutions to Hackerrank problems
algorithms bash data-structures hackerank hackerrank-solutions numpy python
Last synced: 06 Dec 2024
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/simoesleticia/numpy-studies
Explorando e aprimorando habilidades em NumPy
numpy numpy-tutorial python studies
Last synced: 16 Nov 2024
https://github.com/yanorei32/savacs
Senior Assisting Video & Audio Communication System
docker gtk kicad mariadb microchip-pic numpy opencv php raspberry-pi requests
Last synced: 21 Dec 2024
https://github.com/ndom91/newtelco-powercompare
🔋 Internal Datacenter Power Usage Comparison Tool
hacktoberfest mysql netbox numpy pandas postgresql python
Last synced: 12 Jan 2025
https://github.com/itc-water-resources/shxarray
Extension to xarray providing functionality to work with spherical harmonic datasets
geodesy gravimetry numpy satellite xarray
Last synced: 23 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/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/microfluidica/normaldistrib
Symmetric and asymmetric normal distributions in Python
normal-distribution numpy python scipy
Last synced: 23 Nov 2024
https://github.com/parneet-sandhu/virtual-try-on
This project uses OpenCV, Mediapipe, and NumPy to create an interactive virtual try-on experience. The application overlays a virtual accessory (e.g., glasses) onto the user's face using webcam input and allows users to control the brightness of the camera feed and capture screenshots using hand gestures.
computer-vision mediapipe numpy opencv python tkinter
Last synced: 26 Jan 2025
https://github.com/ivorforce/python-arrayclass
A python class decorator similar to dataclass that uses a contiguous numpy array to store values.
Last synced: 14 Oct 2024
https://github.com/r13i/painting-with-neural-net
Project to train a neural network to paint using TensorFlow.
jupyter-notebook machine-learning neural-networks numpy python tensorflow
Last synced: 02 Feb 2025
https://github.com/raravindds/auto_fe
Auto Feature Engineering
mahinelearning numpy pandas python sklearn
Last synced: 14 Oct 2024
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/minaskar/sinflow
Sliced Iterative Normalizing Flow with Minimal Dependencies
density-estimation machine-learning normalizing-flow normalizing-flows numpy sampling scikit-learn scipy spline splines
Last synced: 01 Dec 2024
https://github.com/fuzailpalnak/stitchnsplit
A library to Stitch and Split Geo Reference as well as Non Geo Reference Data
geographical-information-system georeferenced-data geospatial-data gis grid merge mesh mesh-generation mesh-processing meshes numpy overlapping-windows python rasterio split stitch
Last synced: 16 Jan 2025
https://github.com/concaption/minimem-vector-store
minimem is a minimal implementation of in-memory vector-store using only numpy
Last synced: 16 Dec 2024
https://github.com/danijar/teleport
Efficiently send large arrays across machines
array distributed multiprocessing numpy python server socket
Last synced: 14 Oct 2024
https://github.com/rafat3000/covid-19-xray-dl-classification-transfer-learning-
Build Model Covid-19 Xray using CNN & Transfer learning
cnn-classification denec densenet121 generator keras-tensorflow matplotlib numpy pandas plotly resnet seaborn sk vgg16
Last synced: 07 Nov 2024
https://github.com/gahogg/machine-learning-pokemon
This program uses genetic algorithms and artificial intelligence to build the best Pokemon team.
genetic-algorithm machine-learning numpy python
Last synced: 24 Jan 2025
https://github.com/yashika-malhotra/exploratory-data-analysis-for-multinational-retail-corporation
Analysis via CLT and Visualization on Multinational Retail Corporation's data to provide insights and recommendations to improve their userbase.
colab-notebook data jupyter-notebook matplotlib numpy pandas python seaborn stats
Last synced: 03 Feb 2025
https://github.com/jesussantana/ibm-data-analysis-with-python-da0101en
This course will take you from the basics of Python to exploring many different types of data.
anova correlation data-analysis model-evaluation numpy pandas prepare-data python regression-models statistics
Last synced: 12 Nov 2024
https://github.com/flaport/eigs
Find Eigenvalues and Eigenvectors with Rust using UMFPACK + ARPACK
arpack eigenvalues eigenvectors eigs eigsh modes modesolver numpy python rust scipy suitesparse umfpack
Last synced: 06 Jan 2025
https://github.com/cyberboysumanjay/ai-training
Jupyter Notebooks and other files used in AI Training
ai artificial-intelligence jupyter-notebook matplotlib numpy pandas scipy sklearn twitter-sentiment-analysis
Last synced: 28 Nov 2024
https://github.com/raoulluque/imagerecognitionfromscratch
Deep neural network implementation from scratch using python and numpy to classify MNIST dataset
digit-recognition machine-learning mnist neural-network numpy python
Last synced: 28 Nov 2024
https://github.com/vidhi1290/python-course
Welcome to the Python Mastery Course Repository! Discover Python's depth and power through our meticulously crafted modules. From foundational concepts to advanced techniques, master loops, functions, data analysis with Pandas, and more. Join us in this exciting journey to Python proficiency! 🐍🚀
artificial-intelligence data-science dataanalysis debugging functions machine-learning merging-algorithms mongodb multithreading mysql-database numpy numpy-arrays object-oriented-programming pandas python pythonbasics regex
Last synced: 02 Feb 2025
https://github.com/akash-rajak/map-coloring
Python script to implement map coloring by analyzing the map in segments.
cv2 map map-coloring numpy os python3 random tkinter
Last synced: 01 Feb 2025
https://github.com/datarohit/california-house-price-prediction
This dataset has various features about houses in California and we have to predict the price of the houses using Regression Algorithm.
matplotlib-pyplot numpy pandas regression seaborn sklearn
Last synced: 23 Dec 2024
https://github.com/ranjan2104/multi-face-recognition-based-detect-system
Face Recognition System Uses for multi Face Detection. It is a Real time Detection System that can be Easily Port on any Hardware Devices due to its written in python. The Model First Train the Faces and after that Predict the output with more than 85%+ confidence due to its model classifier training with good algorithms so that predict with more accuracy by the help of OpenCV Module Haarcascade classifier and using numpy and pandas to fiIt is a Multi nd an pixel array of images and put operations over there.
datetime numpy opencv-contrib-python pandas pillow pytest-shutil python-csv time tk-tools
Last synced: 08 Jan 2025
https://github.com/mirsazzathossain/cse317-lab-numerical-methods
This repository includes the lab worksheets and assignments for the Numerical Methods Lab course at Independent University, Bangladesh.
numerical-methods numpy python
Last synced: 03 Nov 2024
https://github.com/intelpython/mkl_umath
Package implementing NumPy's UFuncs based on SVML and MKL VML
Last synced: 11 Oct 2024
https://github.com/nicholas-miklaucic/eins
One tensor operation is all you need
array deep-learning einops jax numpy python
Last synced: 11 Oct 2024
