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/trainingbypackt/data-science-projects-with-python-elearning

A case study approach to successful data science projects using Python pandas and scikit learn

beautifulsoup datascience matplotlib numpy pandas python scipy

Last synced: 14 Nov 2024

https://github.com/zeta611/cycloidgen

Draws cycloids on parametrized curves

cycloid cycloidal geometry math matplotlib numpy python

Last synced: 06 Dec 2024

https://github.com/asmyth01/geo-adjacency

A robust and versatile package for calculating adjacency relationships between geometries, taking obstacles into account. Useful whenever a simple intersection isn't good enough.

adjacency geography geolocation geometry geospatial gis location matplotlib matplotlib-pyplot numpy scipy shapely spatial spatial-analysis spatial-data spatial-data-analysis voronoi voronoi-diagram

Last synced: 11 Oct 2024

https://github.com/sayakpaul/applied-data-science-w-python-specialization

Contains my assignments, guiding notebooks (provided as the course materials) and the datasets.

data-science matplotlib numpy pandas python3 scipy scipy-stack

Last synced: 24 Oct 2024

https://github.com/pawelgoj/envelope-for-qe-ph-calculations

Crate envelopes for IR and Raman spectra calculated by PHonon from Quantum Espresso.

appium data-analysis matplotlib numpy pytest python quantum-chemistry scipy spetroscopy tkinter-gui tkinter-python

Last synced: 29 Nov 2024

https://github.com/RatulMaharaj/predictable

A framework for actuarial modelling.

actuarial cashflows modelling-framework numpy pandas python

Last synced: 04 Dec 2024

https://github.com/jincheng9/python-tutorial

Python tutorial,量化交易,涵盖基础、中级和高级教程

data data-analysis-python data-analyst data-science django flask numpy pandas python quant quant-dev tutorial

Last synced: 17 Nov 2024

https://github.com/vectominist/face-image-morphing

🧒🏻👨🏼👱🏾‍♀️👶🏻 Face Image Morphing: an OpenCV and NumPy Implementation

computer-graphics computer-vision dlib image-metamorphosis image-processing morphing numpy opencv

Last synced: 02 Dec 2024

https://github.com/bydevmar/bydevmar__youtube

Your one-stop repository for BYDEVMAR's educational content. Access exam corrections, practical work, tutorials, and courses to boost your understanding. Subscribe to BYDEVMAR on YouTube for in-depth learning.

cplusplus csharp git github java javascript matplotlib mongodb mysql numpy oracle php postgresql python pytorch scikit-learn seaborn sqlite tensorflow

Last synced: 17 Nov 2024

https://github.com/kecnry/distl

Simplified and Condensed Distributions

distributions numpy python

Last synced: 14 Oct 2024

https://github.com/amirsmart/simple-word-search-ai

this is a solver bot(ai) for simple word search game using python opencv(cv2) and numpy

ai game numpy opencv opencv-python python python2 python3 scipy

Last synced: 18 Oct 2024

https://github.com/syamkakarla98/image-kit

A python package for image processing.

image-analysis image-processing numpy pillow python scipy

Last synced: 13 Oct 2024

https://github.com/mdaiyub/diabetes-prediction

Diabetes mellitus, commonly known as diabetes is a metabolic disease that causes high blood sugar. The hormone insulin moves sugar from the blood into your cells to be stored or used for energy. With diabetes, your body either doesn’t make enough insulin or can’t effectively use its insulin.

decisiontreeclassifier extratreesclassifier gradientboostingclassifier logisticregression logisticregressioncv machine-learning numpy pandas randomforestregressor seaborn svc xgboost

Last synced: 17 Nov 2024

https://github.com/smilu97/py-miniflow

micro-implementation of tensorflow-like utilities

educational machine-learning numpy pyplot python3 tensorflow tutorial

Last synced: 24 Nov 2024

https://github.com/drreetusharma/knowledge-graph-platform

Developing a modular platform for integrating knowledge graphs in drug discovery. This platform aims to enhance data sharing and analysis by incorporating various data sources, facilitating efficient data management and retrieval. Key features include data ingestion scripts, tools for graph construction and updates, predefined query templates

numpy pandas pytorch scikitlearn-machine-learning scipy tensorflow

Last synced: 12 Oct 2024

https://github.com/dilkushsingh/data-science

I shall be uploading all the notebooks and learning material in this repo for Data Science.

matplotlib numpy pandas plotly python seaborn

Last synced: 08 Nov 2024

https://github.com/matt-graham/symnum

Symbolically construct NumPy functions and their derivatives

derivatives numpy sympy

Last synced: 08 Nov 2024

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: 16 Nov 2024

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

Repository to learn python

matplotlib numpy pandas python teaching

Last synced: 24 Nov 2024

https://github.com/aqafridi/data-analytics-specialization

In this Specialization of Data Analytics we will use systematic computational analysis of data or statistics using Python. (rarely Excel or Cognos)

beautifulsoup cognos-dashboard data-science data-visualization excel numpy pandas python sql

Last synced: 14 Nov 2024

https://github.com/axect/scientific_bench

Benchmark some scientific computations for various languages & libraries

benchmark cpp eigen3 julia languages nim numpy python rust scientific-computing

Last synced: 14 Oct 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/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/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/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/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: 16 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/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/sondosaabed/nics-firearm-background-checks-investigation

The data comes from the FBI's National Instant Criminal Background Check System. The NICS is used by to determine whether a prospective buyer is eligible to buy firearms or explosives.

census-data criminal-background data-analyst-nanodegree data-science data-wrangling data-wrangling-data-vis data-wrangling-data-visualisation fbi matplotlib nanodegree numpy pandas python storytelling-with-data usa

Last synced: 06 Nov 2024

https://github.com/sondosaabed/introduction-to-data-analysis-with-pandas-and-numpy

Learning the data analysis process of questioning, wrangling, exploring, analyzing, and communicating data. Working with data in Python using libraries like NumPy and pandas.

data-analysis data-analyst-nanodegree data-wrangling numpy pandas python

Last synced: 06 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/tillahoffmann/testax

Jit-able runtime assertions for JAX in NumPy style.

jax numpy testing

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/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: 13 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/haidousm/fine

an artificial neural network framework built from scratch using just Python and Numpy

convolutional-neural-networks keras neural-network numpy python scratch-implementation

Last synced: 14 Oct 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/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/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/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/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/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/cloudmercato/python-fpb

Python Floating Point Benchmark

benchmark cuda floating-point numpy pandas python

Last synced: 22 Nov 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/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/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/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/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/weisscharlesj/programminginchem

Jupyter notebooks and data for incorporating programming into chemistry courses

chemical chemistry jupyter-notebook jupyterlab matplotlib numpy programming-exercises python python3 scientific-computing scipy sympy

Last synced: 07 Nov 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/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/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/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/evilpegasus/apstats

A statistical analysis of WA state teacher salaries and SAT scores

data data-science excel matplotlib numpy pandas python scikit-learn statistics

Last synced: 11 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/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: 11 Nov 2024

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/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: 11 Nov 2024

https://github.com/luckylittle/most-frequently-used-keywords-in-devops-jobs-au

What are the most frequently used keywords in DevOps & Solution Architect jobs in Australia?

data-mining data-science devops-jobs jobs numpy scipy scraping sklearn solution-architect-jobs

Last synced: 11 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/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/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/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/gpavanb1/quizsim

Play with the rules of quizzing. 6k+ downloads

bounce discrete-event-simulation numpy pounce python quizzing simulations trivia

Last synced: 20 Oct 2024

https://github.com/warrenweckesser/numtypes

Custom data types for numpy

numpy python

Last synced: 16 Oct 2024

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/themagicalmammal/stock-analyser

Simple to use interfaces for basic technical analysis of stocks.

matplotlib numpy pandas seaborn statsmodels

Last synced: 11 Oct 2024

https://github.com/cdeil/multinorm

Multivariate Normal Distributions from Python

covariance distribution fit gaussian humans multivariate numpy python statistics

Last synced: 28 Oct 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/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/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: 06 Dec 2024

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