Ecosyste.ms: Awesome

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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/UoAACG/WorkshopNotebooks

Repository of the Scientific Python Worshop at UOA

astronomy astrophysics astropy numpy python scientific-computing scipy sympy workshop

Last synced: 29 Nov 2024

https://github.com/bethanyjep/manipulating-and-cleaning-talk

Gold Ambassador and MSFT Reactor TelAviv talk on Data Cleaning and Manipulation to Student Ambassadors

matplotlib numpy pandas python scikit-learn seaborn

Last synced: 18 Jan 2025

https://github.com/normanrichardson/rhino_shapely_interop

A python package for converting rhino geometry into shapely geometry

numpy python rhino3dm shapely

Last synced: 10 Nov 2024

https://github.com/nifadyev/cubic-spline-interpolator

Interpolate cubic spline using tridiagonal matrix algorithm

matplotlib numpy scipy spline-interpolation splines

Last synced: 07 Nov 2024

https://github.com/mgobeaalcoba/all_python_for_everybody_my_course

Own Course for Udemy. In progress: Daily Projects for convert in Professional Python Developer.

course django fastapi flask matplotlib-pyplot numpy pandas pip pycharm pygame python3 sckiit-learn seaborn tkinter venv-python

Last synced: 20 Jan 2025

https://github.com/banyc/sharpnetwork

A bare-metal implementation of neural networks. Define networks in Numpy.NET. More than encapsulations.

csharp educational from-scratch neural-network numpy oop

Last synced: 19 Nov 2024

https://github.com/albertaparicio/tfglib

Python libraries for the Voice Conversion TFG

deep-learning deep-learning-library free-software lgpl numpy pip python python-library

Last synced: 30 Oct 2024

https://github.com/lovasoa/kdsearch

Search k-dimensional datasets efficiently using KDTrees

kd-tree numpy pandas python3 scipy

Last synced: 13 Oct 2024

https://github.com/josesho/bootstrap_contrast

Python module to produce bootstrapped confidence intervals and effect sizes.

bootstrapping-statistics matplotlib numpy pandas python seaborn statistics

Last synced: 11 Oct 2024

https://github.com/fobersteiner/pyfuppes

A collection of Python tools

data-processing numpy pandas python python-polars

Last synced: 14 Oct 2024

https://github.com/aianytime/machine-learning-models-implementation

Implementation of several ML models on real-world datasets with detailed explanation in notebooks.

eda machine-learning machine-learning-algorithms ml numpy pandas pycaret python scikit-learn scikitlearn-machine-learning sklearn

Last synced: 07 Nov 2024

https://github.com/tawssie/zmpy3d

Python implementation of 3D Zernike moments with NumPy

3d-zernike numpy protein-structure python structural-bioinformatics superposition zernike-moments

Last synced: 08 Nov 2024

https://github.com/manasvigoyal/enron-classification

Exploratory Analysis of Enron Dataset and Classification using multiple algorithms

classification email-classifier enron-dataset jupyter-notebook machine-learning numpy pandas python scikit-learn

Last synced: 13 Nov 2024

https://github.com/staticf0x/daylio-stats

A Django web app to generate stats from Daylio exports

django matplotlib numpy python

Last synced: 05 Jan 2025

https://github.com/jwlodek/npdoc2md

A script for auto-converting numpy-style documentation to markdown for an entire python project

converter docs docstring-documentation docstrings markdown numpy script

Last synced: 11 Oct 2024

https://github.com/marcpinet/neuralnetlib

🧠 A convolutional neural network library written in python with only numpy

ai artificial-intelligence densenet machine-learning neural-network numpy python

Last synced: 23 Nov 2024

https://github.com/tillahoffmann/testax

Jit-able runtime assertions for JAX in NumPy style.

jax numpy testing

Last synced: 11 Oct 2024

https://github.com/cloud11665/octagon

How can I find an octagon? How, Elmo? How?

image-classification numpy octagon opencv-python python3

Last synced: 13 Oct 2024

https://github.com/rjlovespy/house-price-predictor

A Tkinter GUI whose predictions are based on an ML model that is trained by Random Forest Regressor

cx-freeze gui-development jupyter-notebook machine-learning-models numpy pandas py-to-exe python random-forest-regression scikit-learn tkinter-gui

Last synced: 08 Nov 2024

https://github.com/shivansh/cram

All code written during the 24 hour hackathon @ Google Devfest '16 (Winning entry)

data-mining django google-devfest numpy pandas python recommendation-system

Last synced: 10 Nov 2024

https://github.com/bhattbhavesh91/rural-credit-worthiness-regression

Predicting Loan Amount for rural people based on Regression

credit-scoring linear-regression multiple-linear-regression numpy

Last synced: 16 Nov 2024

https://github.com/bhattbhavesh91/crazy_numpy_pandas_hacks

Repository which contains weird numpy pandas that I have discovered!

hacks numpy pandas

Last synced: 16 Nov 2024

https://github.com/learningjournal/numpy-crash-course

This is the central repository for all the materials related to NumPy Crash Course by Prashant Pandey.

numpy python

Last synced: 19 Nov 2024

https://github.com/jwest951227/lstmstockpricepredictor

Predicting storck price of Suzunoya- by means of LSTM

keras matplotlib numpy pandas tensorflow yfinance

Last synced: 16 Nov 2024

https://github.com/vadimkantorov/pydlpack

Create a DLPack tensor in plain C library, wrap DLPack structures in Python, import DLpack tensor into NumPy / PyTorch

ctypes dlpack numpy python pytorch

Last synced: 13 Nov 2024

https://github.com/ptyadana/dv-data-visualization-with-python

Data analysis and Data Visualization of Countries's GDP, Life Expectancy comparison across continents, GDP per Capita Relative Growth, Population Reative Growth comparison etc using Pandas, Matplotlib.

csdojo data-analysis data-visualization datavisualization matplotlib matplotlib-pyplot numpy pandas pluralsight python python3

Last synced: 15 Nov 2024

https://github.com/mrankitgupta/python-libraries-roadmap

I am sharing lessons in various Python Libraries from scratch to intermediate including practice sets which were useful into my journey of Data Science.

66daysofdata ai analytics ankitgupta artificial-intelligence data-science data-visualization libraries library machine-learning matplotlib mrankitgupta numpy pandas python python-libraries python-library pythonlib scikit-learn tensorflow

Last synced: 17 Nov 2024

https://github.com/cloudmercato/python-fpb

Python Floating Point Benchmark

benchmark cuda floating-point numpy pandas python

Last synced: 22 Jan 2025

https://github.com/pyladiesams/jupyter-refactoring-beginner-jul2020

First steps to refactor Jupyter notebooks with ease

clean-code matplotlib numpy pandas python refactoring

Last synced: 09 Nov 2024

https://github.com/ranjan2104/virtual-mouse-opencv

It is a mouse simulation system which performs all the functions performed by your mouse corresponding to your hand movements and gestures. Simply speaking, a camera captures your video and depending on your hand gestures, you can move the cursor and perform left click, right click, drag, select and scroll up and down. The predefined gestures make use of only three fingers marked by different colours.

autoplay cv2-library handtrackingmodule numpy time-series

Last synced: 08 Jan 2025

https://github.com/bjpcjp/python-data-science-handbook

Sourced from O'Reilly ebook of the same name.

matplotlib numpy pandas python scikit-learn seaborn

Last synced: 09 Nov 2024

https://github.com/akash-rajak/circular-image-cropper

OpenCv project for cropping image in circle.

circular-image-cropper cv2 image-cropper numpy os python3 tkinter

Last synced: 05 Dec 2024

https://github.com/ranjan2104/uber-rides_prediction-by-using-ml---flask

Uber Technologies, Inc., commonly known as Uber, is an American technology company. Its services include ride-hailing, food delivery (Uber Eats), package delivery, couriers, freight transportation, and, through a partnership with Lime, electric bicycle and motorized scooter rental. The company is based in San Francisco and has operations in over 900 metropolitan areas worldwide. It is one of the largest firms in the gig economy. so that i Make this Project so company can pred there weekly as well as monthly rides pred that can company help to mange there rides info correctly

flask gunicorn-web-server jinja2-templates machine-learning numpy pandas pickel python request sklearn-library

Last synced: 08 Jan 2025

https://github.com/alexeyev/hse-spb-bigdata-python-fall2016

Материалы к курсу по программированию и инструментам анализа данных, прочитанному в петербургском филиале НИУ ВШЭ осенью 2016 года

course-materials data-analysis numpy pandas python scikit-learn sklearn

Last synced: 08 Jan 2025

https://github.com/tharuneshwar-369/body-measurement-to-smpl-beta

This project was born out of a passion for computer vision and 3D human modeling. It explores the power of SMPLX for body shape representation and demonstrates its application in generating realistic 3D avatars from simple measurements.

3d-human-mesh computer-graphics computer-vision flask mesh-processing numpy pandas python smpl smplx three-js vitejs

Last synced: 05 Dec 2024

https://github.com/theengineeringworld/numpy-data-science

NumPy Data Science Essential Traing COurse. Part of Youtube Course Offered by TheEngineeringWorld.

data-analysis data-science numpy numpy-exercises numpy-library numpy-tutorial python python-3-6 python3 scipy2018

Last synced: 08 Nov 2024

https://github.com/thisis-developer/ai-development

This repository is a curated collection of resources, code, and projects focused on artificial intelligence (AI) development. Dive into deep learning, machine learning, computer vision, and Python development with our comprehensive set of tools

ai ann array chainmap collections counter csv deep-learning dictionary filehandling import list machine-learning matplotlib numpy nuralnetwork opencv pandas sys voice-recording-python

Last synced: 04 Dec 2024

https://github.com/rrwen/qgis-rasterarray

Raster data example in QGIS using numpy arrays

cell console conway data gameoflife gdal geographic geolocation gis numpy qgis raster

Last synced: 16 Dec 2024

https://github.com/tushar365/banking_prediction_classification

Want to boost your bank's term deposit sales? This clever system predicts which customers are most likely to say "yes" to a term deposit, letting you target them with personalized calls. ️ No more cold calls! Just happy customers locking in great rates.

data-science decision-trees knn-classification logistic-regression machine-learning matplotlib-pyplot numpy pandas seaborn

Last synced: 03 Dec 2024

https://github.com/fpt-thaituan/predicting-housing-prices-and-analyzing-real-estate-market-in-the-chicago-using-machine-learning

This project leverages machine learning to predict housing prices and analyze key trends in Chicago's real estate market. By examining historical data and socio-economic factors, it aims to provide insights for buyers, sellers, and investors, supporting informed decision-making in a dynamic market.

ai house-price-prediction linear-regression machine-learning matplotlib numpy random-forest

Last synced: 28 Nov 2024

https://github.com/lobis/lecroy-scope

lecroyscope is an unofficial Python package 🐍📦 to interface with Teledyne LeCroy oscilloscopes and read binary trace files (.trc)

instrumentation lecroy numpy oscilloscope parser python trc vxi11

Last synced: 09 Nov 2024

https://github.com/si-ja/machine-learning---educational-material

This repository is focused on providing educational material to those who start learning Machine Learning with python. [Many things I learn myself as I provide material for education, therefore the repository is of an altruistic character; have fun learning new things!]

ascii ascii-art classes classes-and-objects cv2 education educational keras keras-tensorflow knn knn-classification machine-learning machine-learning-algorithms markov-chain numpy oop pandas sklearn teaching teaching-materials

Last synced: 27 Nov 2024

https://github.com/rishit7/machine-learning

Repository related to machine learning projects and related modules

machine-learning machine-learning-algorithms micrograd numpy pandas pytorch scipy tensorflow

Last synced: 12 Nov 2024

https://github.com/ranjan2104/hand-gesture-recognition-system

Gesture recognition is a topic in computer science and language technology with the goal of interpreting human gestures via mathematical algorithms.[1] It is a subdiscipline of computer vision. Gestures can originate from any bodily motion or state but commonly originate from the face or hand. Current[when?] focuses in the field include emotion recognition from face and hand gesture recognition. Users can use simple gestures to control or interact with devices without physically touching them. Many approaches have been made using cameras and computer vision algorithms to interpret sign language.

contours convex-hull defects gaussian-blur math numpy opencv python-3 thresh-binary

Last synced: 08 Jan 2025

https://github.com/pwhiddy/notebook-video-writer

Create videos from numpy arrays in a jupyter notebook

ffmpeg interactive jupyter notebook numpy render video

Last synced: 26 Nov 2024

https://github.com/rudrodip/harmonic-oscillator-cv

This Python project is designed to analyze the harmonic oscillation of an object using computer vision techniques.

numpy opencv opencv-python-headless pyqt5 python scipy

Last synced: 01 Dec 2024

https://github.com/dataspieler12345/ds-with-python

"This repository showcases various data analysis projects implemented in Python, aimed at providing hands-on experience in the field."

datascience eda jupyter-notebook numpy pandas python

Last synced: 22 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: 15 Dec 2024

https://github.com/adesoji1/food-image-classification

Food Image Classification using TensorFlow: A deep learning model to classify various food items using TensorFlow and CNNs.

colab-notebook hyperparameter-optimization hyperparameter-tuning keras-tensorflow matplotlib-pyplot numpy pandas pillow python3 pytorch regularization tensorflow transfer-learning transformer

Last synced: 18 Dec 2024

https://github.com/beingamanforever/monte-carlo-simulation

The objective of this project is to develop a Monte Carlo simulation model for portfolio optimization to maximise an investor's max returns off a given investment amount vested among various assets. It required to construct and analyze portfolios composed of various asset classes (e.g., stocks, bonds, and alternative investments) to maximize expect

forecasting matplotlib monte-carlo-simulation numpy pandas

Last synced: 11 Nov 2024

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

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

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

Last synced: 16 Jan 2025

https://github.com/leonamtv/mlp

MLP com uma camada intermediária implementado para a disciplina de inteligência computacional do CEFET-MG.

ai backpropagation machine-learning neural-network numpy python python3

Last synced: 17 Jan 2025

https://github.com/vuthanhhai2302/apply-machine-learning-on-data-analytics

My project of applied machine learning on data analytics, using pandas, numpy and scikit-learn to analyze data

data-analysis numpy pandas scikit-learn

Last synced: 11 Nov 2024

https://github.com/jwest951227/aisocialgood

The rise of social media and online communities creates safe and anonymous spaces for individuals to share their thoughts about their mental health and express their feelings and sufferings in online communities. To prevent suicide, it is necessary to detect suicide-related posts and user's suicide ideation in cyberspace by natural language process

flask gpt4 numpy python tensorflow

Last synced: 17 Jan 2025

https://github.com/nafisalawalidris/911-call-analysis

The 911 Call Analysis project explores and visualises emergency call data to uncover patterns and trends. It includes data preparation, exploratory analysis, visualizing call volume and reasons and generating heatmaps. Users can customize the code for their dataset. The project relies on libraries like Pandas, NumPy, Matplotlib, Seaborn, and SciPy

cluster-analysis data-analysis data-visualization decision-making emergency-calls emergency-services exploratory-data-analysis heatmaps matplotlib numpy pandas patterns-and-trends resource-allocation scipy seaborn

Last synced: 23 Jan 2025

https://github.com/avinashkranjan/basic-data-analysis-and-visualization-in-python

📊 Some of the most important python tools in data science for Data Analysis and Data Visualization.

data-analysis data-science matplotlib matplotlib-pyplot numpy pandas plotly seabourne

Last synced: 13 Dec 2024

https://github.com/rameshovyas/30-days-of-python-exercises

Solutions to the exercises in 30-days-of-python repo | Python Coding Exercises Solutions | Python exercise repository | Python Solutions | Python Learning | Python Practice Exercises and Solutions

30-days-of-python 30-days-of-python-solutions flask learn-by-doing learn-python numpy python python-for-everybody python3

Last synced: 14 Nov 2024

https://github.com/zht007/matlab_vs_numpy

This repo is a tutorial comparing Matlab and numpy (a python library) in signal analysis. Data and Matlab code obtained from the lecture of Dr Chia-Feng Lu. The corresponding python code is provided to help readers to learn how to use free numpy, scipy and scikit-learn library in python to conduct signal analysis tasks.

data-science data-visualization matlab numpy signal-processing

Last synced: 20 Nov 2024

https://github.com/infoslack/eda-wine-review

Exploratory data analysis for wine reviews

eda exploratory-data-analysis matplotlib numpy pandas python seaborn

Last synced: 23 Jan 2025

https://github.com/fandreuz/python-performance-playground

Performance analysis of Python snippets for scientific computing

dask high-performance-computing numba numpy performance-analysis python

Last synced: 20 Nov 2024

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

Developed an AI-based system to control the mouse cursor using Python and OpenCV with the real-time camera.

autopy mediapipe numpy opencv

Last synced: 18 Nov 2024

https://github.com/narenkhatwani/streamlit-deployment-heroku

How to deploy a Streamlit web app on Heroku? You will find most of the steps here that can be used to deploy the web app

deployment heroku heroku-apps heroku-deployment herokuapp matplotlib matplotlib-pyplot numpy pandas pandas-python plotly plotly-python streamlit streamlit-deployment streamlit-webapp

Last synced: 12 Dec 2024

https://github.com/aryank1511/machine-learning-and-data-science-bootcamp

This repository is a collection of all the files, resources, notes, and code that I used to learn Machine Learning and Data Science. All the code and notes here have been gathered from various sources, and I have compiled them into this repository.

data-science machine-learning numpy pandas python3 scikitlearn

Last synced: 07 Dec 2024

https://github.com/coderonion/moblas

BLAS (Basic Linear Algebra Subprograms) library written in mojo programming language.

blas blis cublas cuda eigen fortran gemm gonum hpc lapack linear-algebra math mkl mojo numpy openblas pytorch scientific-computing simd tensor

Last synced: 16 Jan 2025

https://github.com/samueljamesbell/prettymatrix

Python pretty printer for matrices and column vectors.

matrices numpy pretty-print rendering stringify vector

Last synced: 17 Dec 2024

https://github.com/antoniopelusi/vg-sales-analysis

Exploratory analysis and correlation between sales of video games and consoles in the world.

exploratory-data-analysis matplotlib numpy pandas seaborn

Last synced: 20 Nov 2024

https://github.com/nikbarb810/pattern-recognition

Basic pattern recognition algorithms implemented in Python

data-science ipynb-jupyter-notebook matplotlib numpy pattern-recognition python

Last synced: 13 Nov 2024

https://github.com/didierrlopes/learn-python

Repository to learn python

matplotlib numpy pandas python teaching

Last synced: 24 Jan 2025

https://github.com/yas-sim/python-cpp-extension-sample-code

Sample code of Python C++ extension module. Demonstrates how to deal with Numpy objects in C++ codes. Also, OpenCV Mat and Numpy interaction code example is included.

image-processing image-processing-opencv image-processing-python numpy numpy-capi opencv python-cpp python-extension

Last synced: 17 Jan 2025

https://github.com/soumyapro/solar-cells-output-prediction

Solar Power forecasting for a Solar Power System is a very active research field, as reliable information about the future power generation allow for a safe operation of the power grid and helps to minimize the operational costs. Deep Learning algorithms have shown to be very powerful in forecasting tasks, such as economic time series or speech recognition. Up to now, Deep Learning algorithms have only been applied sparsely for forecasting renewable energy power plants. By using different Deep Learning Algorithms, such as RNN,LSTM with different Feature extraction method like PCA,1D CNN , Auto encoders , My motive is to show the forecast strength of these algorithms compared to a standard MLP and traditional machine learning model in forecasting the energy output of 21 solar power plants.

lstm-neural-networks matplotlib-pyplot mlp numpy pandas

Last synced: 11 Jan 2025

https://github.com/papachristoumarios/triton-fpr

:dolphin: A bioinformatics application for pattern recognition and morphometry of marine organisms implemented in Python, OpenCV, NumPy and Kivy and

computer-vision cross-platform kivy numpy opencv pattern-recognition

Last synced: 12 Jan 2025

https://github.com/xlisp/jim-emacs-fun-py

Python函数式的列表与Lambda演算以及Lisp化快速反馈开发

numpy pandas python pytorch

Last synced: 26 Dec 2024

https://github.com/reddyprasade/numpy-with-python

NumPy is the fundamental package for scientific computing with Python. It contains among other things: a powerful N-dimensional array object sophisticated (broadcasting) functions tools for integrating C/C++ and Fortran code useful linear algebra, Fourier transform, and random number capabilities

numpy numpy-array-creation numpy-arrays numpy-data-acessing numpy-exercises numpy-library numpy-matrix numpy-tutorial numpy-with-python

Last synced: 11 Jan 2025

https://github.com/pythondeveloper6/store-sales-eda

simple EDA with some insights on Store Sales

data-analysis eda matplotlib numpy pandas seaborn

Last synced: 19 Jan 2025

NumPy Awesome Lists
awesome-jax 189 awesome-ebooks 106 awesome-mojo-max-mlir 181 awesome-numpy 32 practice-numpy-programming-courses 35
NumPy Categories
Blogs 132 Libraries 89 Summary 48 Videos 47 Models and Projects 45 Machine Learning 42 More Courses 32 Tutorials and Blog Posts 24 Web 21 Programming Language 19 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