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/dennis-van-gils/python-dvg-ringbuffer

Numpy ring buffer at a fixed memory address to allow for significantly sped up numpy, sigpy, numba & pyFFTW calculations.

buffer circular deque numba numpy pyfftw ring scipy

Last synced: 13 Oct 2024

https://github.com/alakise/audio-spectrogram

Generating sound spectrograms using short-time Fourier transform that can be used for purposes such as sound classification by machine learning algorithms.

audio-processing machine-learning matplotlib numpy python python3 scipy

Last synced: 08 Nov 2024

https://github.com/telamonian/numpy-protobuf

Python package that extends Python protocol buffers with an `ndarray` type (ie the Numpy array type)

numpy protobuf protocol-buffers python python-protocol-buffers

Last synced: 27 Oct 2024

https://github.com/dataprofessor/streamlit-for-datascience

The Streamlit for Data Science shows how to build interactive data apps powered by data visualization and machine learning!!

data-science machine-learning numpy pandas python

Last synced: 11 Nov 2024

https://github.com/hscspring/llama.np

Inference Llama/Llama2 Modes in NumPy

llama llama2 llm llm-inference numpy

Last synced: 28 Oct 2024

https://github.com/kachayev/dataclasses-tensor

Easily serialize dataclasses to and from tensors (PyTorch, NumPy)

ai machine-learning numpy pytorch tensor

Last synced: 14 Oct 2024

https://github.com/microno95/desolver

A Python library for solving Initial Value Problems using various numerical integration methods.

initial-value-problem numerical-integrators numerical-methods numpy ode ordinary-differential-equations python pytorch

Last synced: 07 Nov 2024

https://github.com/theroyakash/adam

Implementation of Adam Optimization algorithm using Numpy

adam-optimizer algorithms deep-learning machine-learning numpy numpy-neural-network python3

Last synced: 07 Nov 2024

https://github.com/cyang-kth/xyconvert

Converting xy coordinates between WGS-84, GCJ-02 and BD-09 system

bd09 coordinate-conversion gcj02 gps numpy wgs84 xy

Last synced: 28 Oct 2024

https://github.com/bwoodsend/hirola

NumPy vectorized hash table for fast set and dict operations.

dict hashtable numpy python set

Last synced: 28 Oct 2024

https://github.com/virgesmith/neworder

A dynamic microsimulation framework for python

cplusplus-20 markov-chain microsimulation monte-carlo mpi numpy pandas pybind11 python3

Last synced: 27 Oct 2024

https://github.com/chinmayrane16/diamonds-in-depth-analysis

Given dataset of Diamonds with features such as Cut, Carat, Clarity etc. I have used libraries such as Pandas, Numpy, Matplotlib, Seaborn to Analyse and Estimate the Price of Diamonds based on the features. Using Scikit-Learn , implemented Algorithms to increase the effective R2 score.

data-visualization feature-engineering feature-scaling machine-learning matplotlib numpy pandas seaborn

Last synced: 27 Oct 2024

https://github.com/ryandsilva/nn-from-scratch

:star: Implementation of Neural Networks from Scratch Using Python & Numpy :star:

deep-learning hacktoberfest machine-learning neural-network numpy python

Last synced: 08 Nov 2024

https://github.com/intelpython/dpbench

Benchmark suite to evaluate Data Parallel Extensions for Python

benchmark dpctl dpnp numba numba-dpex numpy performance

Last synced: 15 Nov 2024

https://github.com/hansalemaos/ffmpeg_screenshot_pipe

Capture Screenshots with Unparalleled Speed and Versatile Features - GDIgrab, DDAgrab, Ctypes, Multiprocessing, GPU, Mouse Capture ...

capture d3d11 dda ddagrab directshow directx fast ffmpeg framerate gdi gdigrab grpu numpy python screenshot

Last synced: 27 Oct 2024

https://github.com/iZucked/Matrix-Rain-An-Image

Python pygame project that turns your images to matrix rain

digital-rain matrix matrix-rain numpy opencv pygame python

Last synced: 11 Nov 2024

https://github.com/ahmedfgad/8queensgenetic

Optimizing the 8 Queens Puzzle using the Genetic Algorithm (PyGAD).

8-queens-problem cross-platform genetic-algorithm kivy numpy optimization python

Last synced: 14 Oct 2024

https://github.com/rsokl/phantom-tensors

Tensor-like types – with variadic shapes – that support both static and runtime type checking, and convenient parsing

array-like jax numpy parsing runtime static tensor tensor-types torch type-checking variadic-shapes

Last synced: 01 Nov 2024

https://github.com/sammers21/math_stat_python

Goal of this repository is to help students to solve math stat home tasks

math numpy python-3 scipy

Last synced: 27 Oct 2024

https://github.com/luismescobarf/clasesCiclo1

Repositorio con los ejemplos desarrollados en las sesiones sincrónicas de los grupos P45 y P61, Ciclo 1, MisiónTIC2022-UTP.

algorithms declarative filter imperative map matplotlib misiontic2022 numpy pandas python reduce tkinter turtle yed zip

Last synced: 24 Oct 2024

https://github.com/leouieda/python-hawaii-2017

Introduction to Python workshop in the Department of Geology and Geophysics at the University of Hawaii at Manoa

earth-science geology geophysics geoscience matplotlib numpy python scipy workshop

Last synced: 16 Oct 2024

https://github.com/mosecorg/numbin

An efficient binary serialization format for numerical data.

deep-learning hacktoberfest machine-learning numpy python scientific-computing serialization

Last synced: 02 Nov 2024

https://github.com/ekbanasolutions/numpy-using-socket

Send Python Numpy Array over TCP/IP socket with simple codes.

numpy numpy-arrays opencv python socket

Last synced: 05 Aug 2024

https://github.com/neka-nat/ros_np_multiarray

Convert between numpy ndarray and ros multiarray

numpy ros

Last synced: 14 Oct 2024

https://github.com/mtrazzi/gym-alttp-gridworld

A gym environment for Stuart Armstrong's model of a treacherous turn.

demo game gym-environment numpy python3 q-learning reinforcement-learning simulation zelda

Last synced: 14 Oct 2024

https://github.com/ctoic/intermediate-python

Intermediate Python is a repository that provides resources and examples aimed at developers who have a basic understanding of Python and want to advance their skills to an intermediate level. The repository covers a wide range of topics, including data manipulation, visualization, file handling, regular expressions, and error handling.

collaborate collaboration communityexchange datacamp github-codespaces learn matplotlib numpy pandas python

Last synced: 14 Nov 2024

https://github.com/ashirsch/spe2py

Loads Princeton Instruments LightField (SPE 3.0) files into a python environment.

lightfield loader numpy optics princeton-instruments python

Last synced: 08 Nov 2024

https://github.com/tonyz0x0/football-manager

Data Analysis as a Football Manager

numpy pandas python spark

Last synced: 18 Oct 2024

https://github.com/n4ze3m/matrix2d

A package for mathematical 2D array functions and manipulations in Dart, similar to NumPy

dart dartlang matrix numpy

Last synced: 12 Oct 2024

https://github.com/codingonion/awesome-max-mojo

A collection of some awesome public MAX platform, Mojo programming language projects.

awesome basalt chris-lattner cpp cuda large-language-models llama llama3 llm llvm machine-learning mlir modular mojo numpy pytorch rust tensor yolo yolov10

Last synced: 01 Oct 2024

https://github.com/yalishanda42/py-polynomial

A python package attempting to fully implement single-variable polynomials and methods related to them.

algebra derivatives hacktoberfest numpy package pip3 polynomials pypi pypi-package python scipy

Last synced: 30 Oct 2024

https://github.com/crowsonkb/shared_ndarray

A pickleable wrapper for sharing NumPy ndarrays between processes using POSIX shared memory.

numpy python

Last synced: 14 Oct 2024

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

Extract Emails from Gmail account, convert to Excel file and classify using various classification algorithms.

beautifulsoup classification email-classification excel gmail jupyter-notebooks machine-learning matplotlib numpy pandas python scikit-learn seaborn

Last synced: 11 Oct 2024

https://github.com/scls19fr/pandas_degreedays

A Python package to calculate degree days (DD or in french DJU - degré jour unifié) from measured outdoor temperatures and to make it possible to quantify drift of energy consumption for heating (or cooling)

consumption cooling energy heating matplotlib numpy pandas python temperature

Last synced: 11 Oct 2024

https://github.com/domna/tdm_loader

This modules allows accessing Labview TDM/TDX files to be accessed like numpy structured arrays.

labview numpy python tdm

Last synced: 02 Nov 2024

https://github.com/basnijholt/pfapack

Efficient numerical computation of the Pfaffian for dense and banded skew-symmetric matrices

linear-algebra numpy python scipy

Last synced: 13 Oct 2024

https://github.com/crimson-crow/json-numpy

JSON encoding/decoding for Numpy arrays and scalars

encoding-decoding json numpy python serialization

Last synced: 11 Oct 2024

https://github.com/phausamann/rigid-body-motion

Python utilities for estimating and transforming rigid body motion.

motion numpy python

Last synced: 19 Oct 2024

https://github.com/osanj/lava

A Highlevel Python Wrapper for Vulkan's Compute API

gpu numpy parallel-computing shaders vulkan vulkan-compute

Last synced: 11 Oct 2024

https://github.com/siddhant-k-code/coronavirus-probability-checker

It is a Probability Checker for COVID-19 , people can input values and symptoms and accr. to the data , patient will get the probability of +ve COVID-19.

checker coronavirus country covid covid-19 detector jupyter-notebook machine-learning ml numpy outbreak pandas probability probability-checker project python python3 scanner symptoms webapp

Last synced: 28 Oct 2024

https://github.com/tanglespace/hotstepper

A Numpy based step function library for analysis and profit. More than just taking you up and down.

data-analysis kernel-methods linear-algebra numpy pandas step-functions time-series

Last synced: 27 Oct 2024

https://github.com/lironmiz/python_mini_projects

my python mini projects as part of the complete python Pro Bootcamp for 2023 - 100 Days of Code course

100-days-of-code api beautifulsoup bootstrap5 css3 flask html5 mathplotlib numpy pandas pycharm python3 pythongui requests sympy-library threading tkinter turtle udemy-course webscraping

Last synced: 27 Oct 2024

https://github.com/phantominsights/covid-19

Data ETL & Analysis on the global and Mexican datasets of the COVID-19 pandemic.

covid-19 data-science etl matplotlib numpy pandas python3 requests seaborn

Last synced: 11 Nov 2024

https://github.com/kongruksiamza/python-datascience

เอกสารประกอบการสอนเนื้อหา Python - Data Science และงานด้าน Machine Learning

data-analysis data-science numpy pandas python

Last synced: 09 Nov 2024

https://github.com/facundoq/edunn

Learn how modern, modular Neural Networks work by implementing a PyTorch/Keras-like framework.

framework keras neural-networks numpy pytorch

Last synced: 11 Oct 2024

https://github.com/hetio/hetmatpy

Python package for matrix storage and operations on hetnets

greenelab hetio hetmat hetnet-connectivity-search hetnets matrix numpy python scipy

Last synced: 14 Oct 2024

https://github.com/prs513rosewood/uvw

Python package to write numpy arrays to VTK XML files

mpi4py numpy python3 vtk

Last synced: 11 Oct 2024

https://github.com/anujdutt9/recurrentneuralnetwork

Recurrent Neural Network from scratch using Python and Numpy

numpy python-3-5 recurrent-neural-networks rnn

Last synced: 12 Oct 2024

https://github.com/younader/dnnr

The Python package of differential nearest neighbors regression (DNNR): Raising KNN-regression to levels of gradient boosting method. Build on-top of Numpy, Scikit-Learn, and Annoy.

annoy knn machine-learning machine-learning-algorithms numpy python3 scikit-learn tabular-data

Last synced: 08 Nov 2024

https://github.com/miroslav-reiter/kurzy_sav_datascience_bi

🐍 Materiály, Zdrojové Kódy, Prezentácie ku kurzom SAV Python, OOP, R, BI, Data Science

beatifulsoup jupyter jupyter-notebook matplotlib matplotlib-pyplot numpy oop pandas python python3 reiter sav

Last synced: 05 Nov 2024

https://github.com/rakibhhridoy/anomalydetectionintimeseriesdata-keras

Statistics, signal processing, finance, econometrics, manufacturing, networking[disambiguation needed] and data mining, anomaly detection (also outlier detection) is the identification of rare items, events or observations which raise suspicions by differing significantly from the majority of the data. Typically the anomalous items will translate to some kind of problem such as bank fraud, a structural defect, medical problems or errors in a text. Anomalies are also referred to as outliers, novelties, noise, deviations and exceptions.

anomaly-detection autoencoder autoencoders deep-learning dropout keras lstm machine-learning numpy pandas python regularization tensorflow threshold

Last synced: 06 Nov 2024

https://github.com/pnkraemer/diffeqzoo

A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiological models, IVPs, BVPs, and more.

boundary-value-problem initial-value-problem jax numerical-methods numpy ordinary-differential-equations scientific-computing

Last synced: 20 Oct 2024

https://github.com/nateraw/encoded-video

Utilities for working with videos

numpy pyav serialization video-processing

Last synced: 15 Oct 2024

https://github.com/dinukanavaratna/dee_store-simple_online_shopping_website

This is a simple online shopping web application that I developed for an assignment of the bachelor's degree. For the front-end, a HTML + CSS template has been used while the backend has been developed using PHP, MYSQL, AJAX, jQuery & etc. Sharing this for the purpose of beginners to use this as reference to work on their own projects...

admin-dashboard e-commerce ecommerce ecommerce-shopping-solution ecommerce-store ecommerce-website firebase flask image-processing imagehash mysql numpy opencv php python shopping-cart shopping-site shoppingstore

Last synced: 30 Oct 2024

https://github.com/ganprad/rentorbuy

A Project that uses Zillow research data on Quandl, Prophet for time series forecasting, Altair for vega-lite charts and Folium for an creating interactive map.

altair anaconda chicago fbprophet folium geopy numpy openstreetmap pandas prophet quandl real-estate time-series vega-lite zillow

Last synced: 27 Oct 2024

https://github.com/chandraprakash-bathula/apparel-recommendations

This project implements a personalized apparel recommendation engine using content-based search with the Amazon API, NLTK, and Keras libraries.

boxplot cnn-keras data-analysis data-science deep-learning linear-regression machine-learning numpy pandas scatter-plot scikit-learn svm tensorflow xgboost

Last synced: 28 Oct 2024

https://github.com/kohakublueleaf/bluenet

A simple python package for Neural Network based on numpy

neural-network neural-networks numpy package

Last synced: 10 Nov 2024

https://github.com/christophercrouzet/hienoi

2D particle framework.

2d nani numpy opengl particles

Last synced: 11 Oct 2024

https://github.com/tuwien-cms/xprec

Full quadruple precision (double-double) data type for numpy

extended-precision numpy

Last synced: 07 Nov 2024

https://github.com/simleek/displayarray

A OpenCV interface to display tensors, multiple cameras, and so on.

display-tensors numpy python pytorch tensorflow video webcam

Last synced: 26 Oct 2024

https://github.com/chinmayrane16/titanic-survival-in-depth-analysis

Used Pandas , Matplotlib , Seaborn libraries to Analyze , Visualize and Explore the data of people travelling on Titanic, and Used Scikit-learn Modelling Algorithms to predict their probability of Survival.

classification-model data-cleaning data-visualization feature-engineering matplotlib numpy pandas seaborn

Last synced: 27 Oct 2024

https://github.com/brianchevalier/numpy-clj

A core.matrix implementation using NumPy via libpython-clj

clojure corematrix libpython-clj linear-algebra numpy

Last synced: 12 Oct 2024

https://github.com/reddyprasade/data-science-with-python

The Data Science with Python course provides a complete overview of Data Science analytics techniques using Python. A data scientist is one of the hottest fields today and Python is a crucial skill for many Data Science roles. Expand your Data Science knowledge with this Python certification course.

matplotlib numpy pandas seaborn statistics

Last synced: 12 Oct 2024

https://github.com/muhd-umer/comyx

Comyx is an optimized and modular Python library for simulating wireless communication systems

6g noma numba numpy pytorch ray reinforcement-learning ris scipy simulation star-ris wireless-communication

Last synced: 07 Nov 2024

https://github.com/gravins/numgraph

Synthetic graph generator

graphs numpy python

Last synced: 08 Nov 2024

https://github.com/rohankishore/graphyte

A simple, and responsive math graphing app powered by PyQt6, NumPy and Matplotlib. Create and analyze functions with ease.

equation-solver geogebra graph graph-algorithms matplotlib numpy pyqt6 python scikit-learn visualization

Last synced: 27 Oct 2024

https://github.com/SimLeek/displayarray

A OpenCV interface to display tensors, multiple cameras, and so on.

display-tensors numpy python pytorch tensorflow video webcam

Last synced: 13 Oct 2024

https://github.com/duaraghav8/corque

Face Recognition System for automatic attendance marking @ our college

facial-recognition numpy opencv-python

Last synced: 13 Oct 2024

https://github.com/gravins/NumGraph

Synthetic graph generator

graphs numpy python

Last synced: 12 Nov 2024

https://github.com/m0hc3n/machine-learning-algorithms-from-scratch

This repository gathers the essential Machine Learning algorithms coded from scratch using only numpy and sklearn

machine-learning ml ml-algorithms numpy supervised-learning unsupervised-learning

Last synced: 11 Nov 2024

https://github.com/lironmiz/data.intro

Introductory course in the field of data science of the cyber education center at campus il which touches both the theoretical and the practical aspect of big data analysis in the Python language

big-data course data-analysis data-science data-visualization education jupyter-notebook learning-by-doing matplotlib numpy pandas-library python3 statistics

Last synced: 27 Oct 2024

https://github.com/michellebonat/tf_text_classify

The classic movies redux with machine learning using TensorFlow and Keras.

keras machine-learning numpy python tensorflow

Last synced: 08 Nov 2024

https://github.com/mohd-faizy/career-track-data-scientist-with-python

This Repo contains tools that allow us to import, clean, manipulate, and visualize data —Includes Python libraries, like pandas, NumPy, Matplotlib, and many more to work with real-world datasets to learn the statistical and machine learning techniques.

data-science data-visualization datascience-machinelearning datasciencecoursera datascientist datascientisttraining decision-trees hypothesis hypothesis-testing machine-learning machine-learning-algorithms nlp-machine-learning numpy pandas python scikit-learn seaborn statistical

Last synced: 28 Oct 2024

https://github.com/se7entyse7en/ohmyfpg

Oh My Fast Postgres!

numpy pandas postgresql python rust

Last synced: 15 Oct 2024

https://github.com/sun-data/optika

A Python library for simulating optical systems, similar to Zemax

astropy image-simulation named-arrays numpy optics optika python raytracing zemax

Last synced: 16 Nov 2024

NumPy Awesome Lists
awesome-jax 189 awesome-cuda-and-hpc 427 awesome-ebooks 106 awesome-max-mojo 183 awesome-numpy 32 practice-numpy-programming-courses 35 numpy-free-tutorials 30 practice-numpy-programming-projects 31
NumPy Categories
Blogs 450 Frameworks 277 Learning Resources 103 Applications 91 Libraries 87 Summary 51 Videos 47 Models and Projects 45 Machine Learning 37 More Projects 33 More Free Tutorials 33 More Courses 32 Tutorials and Blog Posts 24 Web 21 Programming Language 20 Jobs and Interview 20 Performance Benchmark 16 Scientific Computation 16 Community 13 Data Structure and Algorithm 12