NumPy | Ecosyste.ms: Awesome

https://github.com/intelpython/dpbench

Benchmark suite to evaluate Data Parallel Extensions for Python

benchmark dpctl dpnp numba numba-dpex numpy performance

Last synced: 12 Apr 2025

https://github.com/primitiv/primitiv-python

Python binding of primitiv.

cuda cython deep-learning framework gpu neural-network numpy opencl python

Last synced: 16 Jul 2025

https://github.com/tribeofai/workshops

Tribe of AI workshops curriculum

deep-learning keras machine-learning numpy pandas python scikit-learn tensorflow

Last synced: 11 Jul 2025

https://github.com/diamondlightsource/diffcalc

Diffcalc: a diffraction condition calculator for X-ray or neutron diffractometer control

diffraction numpy python science synchrotron

Last synced: 02 Mar 2025

https://github.com/seung-lab/fill_voids

Fill holes in binary 2D & 3D images fast.

binary-image cpp fill-gaps fill-holes fill-voids image-processing morphology numpy python

Last synced: 10 Apr 2025

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: 29 Apr 2025

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: 12 Apr 2025

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: 07 May 2025

https://github.com/terrence-ou/reinforcement-learning-2nd-edition-notes-codes

Notes and code implementations of examples and algorithms of the book Reinforcement Learning, 2nd Edition

numpy pytorch reinforcement-learning

Last synced: 15 Apr 2025

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: 02 Oct 2025

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: 15 Apr 2025

https://github.com/yanboishere/trade.with-supertrend.parameter

Confirm the process of appearance and disappearance of upper or lower limit lines for the super trend parameters in crypto trading pairs in TraderView, and perform multiple buying and selling transactions based on this parameter index.｜对于crypto交易对中 TraderView中的超级趋势参数出现以及消失上限线或下限线前后过程进行确认从而根据该参数指标的出现进行多次合约做多&做空开仓买卖

bitcoin blockchain bot btc crypto cryptocurrency cryptography numpy python talib trade trade-bot tradebot

Last synced: 01 Apr 2025

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: 29 Apr 2025

https://github.com/renatomaynard/tsp-genetic-algorithm

This repository contains a Genetic Algorithm (GA) implementation for solving the Traveling Salesman Problem (TSP).

animation deap evolutionary-algorithm genetic-algorithm heuristic jupyter-notebook local-search-algorithm matplotlib metaheuristic numpy operations-research optimization plotting python traveling-salesman-problem tsp tsplib-format tsplib95 visualization

Last synced: 02 Aug 2025

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: 15 Apr 2025

https://github.com/utility-code/tinydl

Tiny, easy to understand deep learning library in Python. With GPU support and only in numpy :)

deep-learning easy-to-understand gpu library numpy python

Last synced: 10 Jul 2025

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

เอกสารประกอบการสอนเนื้อหา Python - Data Science และงานด้าน Machine Learning

data-analysis data-science numpy pandas python

Last synced: 05 May 2025

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: 15 Jul 2025

https://github.com/osanj/lava

A Highlevel Python Wrapper for Vulkan's Compute API

gpu numpy parallel-computing shaders vulkan vulkan-compute

Last synced: 26 Oct 2025

https://github.com/xi/infinity-player

infinite jukebox clone using librosa

audio librosa numpy

Last synced: 29 Jul 2025

https://github.com/guenchi/numpy

NumPy for Chez Scheme

chez chez-scheme library numpy scheme

Last synced: 29 Jul 2025

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: 07 Oct 2025

https://github.com/bpkaur/cheatsheets-for-data-science-and-machine-learning-beginners

Cheatsheets for data science and machine learning beginners

data-analysis data-science jupyter-notebook numpy pandas python scikitlearn-machine-learning visualization

Last synced: 15 Apr 2025

https://github.com/parvvaresh/satellite_data

This repository provides Python code for converting satellite data into a format suitable for deep learning models. It supports various deep learning architectures, including Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Long Short-Term Memory networks (LSTMs).

data data-preprocessing data-reporting numpy pandas python

Last synced: 22 Apr 2025

https://github.com/electronistu/Project_Infinity

A blueprint for next-gen AI. Project Infinity uses a token-efficient, Codified Agent Protocol to create specialized, secure, and imaginative agents by grounding LLMs in a verifiable knowledge graph.

ai-gamemaster dnd dnd5e dungeon-and-dragons game-development game-engine generative-ai interactive-fiction large-language-models llms numpy procedual-generation procedural-content-generation pydantic python rpg-game text-based-rpg world-generation yaml

Last synced: 15 Jan 2026

https://github.com/farzadforuozanfar/machine_learning

data science and machine learning with python

data-science kaggle machine-learning matplotlib numpy pandas pyplot python

Last synced: 12 Apr 2025

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: 28 Jun 2025

https://github.com/anshumansinha3301/python-numpy

numpy python

Last synced: 28 Oct 2025

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: 26 Mar 2025

https://github.com/underworldcode/quagmire

Python surface process framework on highly scalable unstructured meshes

geodynamics numpy parallel petsc petsc4py python surface-process

Last synced: 17 Jun 2025

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: 11 Apr 2025

https://github.com/nikorasu/pynants

Ant Pheromone Trail Simulation

agent-based-simulation ant ant-colony ant-colony-optimization ant-colony-simulation ant-simulation ants emergent-behavior foraging numpy pheromone pheromones pygame pygame2 python python3 simulation swarm-intelligence trails

Last synced: 11 Apr 2025

https://github.com/resotto/python3-docker-devenv

Docker Start Guide with Python Development Environment

deep-learning development-environment docker docker-commands docker-container docker-daemon docker-image docker-volume dockerfile dockerhub matplotlib numpy python python3 scikit-learn sklearn ssh tensorflow ubuntu

Last synced: 23 Jun 2025

https://github.com/betacatpro/houseprcieanalysis

基于joint-spider爬虫数据的成都二手房数据分析

matplotlib numpy pandas sklearn

Last synced: 08 May 2025

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: 07 May 2025

https://github.com/lanl/pycp_apr

CP-APR Tensor Decomposition with PyTorch backend. pyCP_APR can perform non-negative Poisson Tensor Factorization on GPU, and includes an interface for anomaly detection using the extracted latent patterns.

anomaly-detection candecomp-parafac canonical-polyadic cpd cybersecurity dense dense-tensors gpu latent-features non-negative-tensor-factorization numpy poisson-distribution pytorch sparse sparse-tensors tensor-decomposition tensor-factorization tensors

Last synced: 12 Apr 2025

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: 19 Mar 2025

https://github.com/gympohnpimol/Last-Mile-Logistics

cplex cplex-optimization-solver cplex-tutorial cvrp delivery-service exact-algorithm k-means-clustering lastmile lastmile-delivery mathematical-programming matplotlib nni numpy optimization pandas python sckit-learn vrp vrptw

Last synced: 05 Apr 2025

https://github.com/s-celles/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: 18 Nov 2025

https://github.com/inmcm/kravatte

Implementation of Kravatte Encryption Suite

authenticated-encryption authentication cipher-suites cryptography farfalle keccak multiprocessing numpy python3 security

Last synced: 22 Mar 2025

https://github.com/prabhuomkar/cmaterdb

Easy to use CMATERdb datasets converted in NumPy format

cmater cmaterdb handwritten-digit-dataset handwritten-digits indic-numerals numpy

Last synced: 27 Jul 2025

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: 18 Mar 2025

https://github.com/crowsonkb/shared_ndarray

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

numpy python

Last synced: 12 Apr 2025

https://github.com/technologicat/pydgq

ODE system solver using dG(q), time-discontinuous Galerkin with Lobatto basis.

cython discontinuous-galerkin galerkin integration ivp numerical numpy ode ode-solver ordinary-differential-equations python python2 python27 python3 python34 solver

Last synced: 25 Jul 2025

https://github.com/devinterview-io/numpy-interview-questions

🟣 NumPy interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.

ai-interview-questions coding-interview-questions coding-interviews data-science data-science-interview data-science-interview-questions data-scientist-interview interview-practice interview-preparation machine-learning machine-learning-and-data-science machine-learning-interview machine-learning-interview-questions numpy numpy-interview-questions numpy-questions numpy-tech-interview software-engineer-interview technical-interview-questions

Last synced: 30 Oct 2025

https://github.com/danijar/teleport

Efficiently send large arrays across machines

array distributed multiprocessing numpy python server socket

Last synced: 12 Apr 2025

https://github.com/ggeop/realtime-recommender

Spark-Kafka Realtime recommender Engine.

gensim kafka numpy pandas python realtime recommender-system sklearn spark-streaming word2vec

Last synced: 13 Jul 2025

https://github.com/alexioannides/lime-interpretable-ml

An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learning algorithm - in this case a Radom Forest regressor.

data-science interpretability lime machine-learning numpy pandas pydata python scikit-learn

Last synced: 29 Oct 2025

https://github.com/yashuv/python-for-data-science-ai-and-development

Python for Data Science, AI & Development - offered by IBM on Coursera

coursera-course data-analysis data-science ibm numpy pandas python

Last synced: 12 Apr 2025

https://github.com/technologicat/python-wlsqm

Weighted least squares meshless interpolator and differentiator.

curve-fitting cython differentiation interpolation least-squares meshless numerical numpy python python2 python27 python3 python34

Last synced: 08 Jul 2025

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: 23 Apr 2025

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: 04 Jul 2025

https://github.com/rsalmei/tsp-essay

A fun study of some heuristics for the Travelling Salesman Problem.

algorithms clustering data-science data-visualization greedy-algorithm greedy-nn-algorithm heuristic kmeans-algorithm kmeans-clustering logistics matplotlib numpy pandas traveling-salesman traveling-salesman-problem travelling-salesman travelling-salesman-problem tsp tsp-problem two-opt

Last synced: 11 Apr 2025

https://github.com/zeta611/golpy

Efficient Conway's Game of Life implemented in Python using NumPy.

conway-game game-of-life game-of-life-python gif glider-gun life numpy pillow python

Last synced: 12 Jun 2025

https://github.com/anujdutt9/recurrentneuralnetwork

Recurrent Neural Network from scratch using Python and Numpy

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

Last synced: 09 Apr 2025

https://github.com/bjpcjp/numeric-python

Covers a variety of computational topics including integration, differential equations, statistical analysis and signal processing.

differential-equations matplotlib numpy pandas python scipy seaborn

Last synced: 09 May 2025

https://github.com/upul/logistic_regression

Logistic Regression from the Scratch using Python and Numpy

jupyter-notebook logistic-regression machine-learning numpy python-3

Last synced: 08 May 2025

https://github.com/ivy-llc/mech

Mechanics functions with end-to-end support for deep learning developers, written in Ivy.

deep-learning jax machine-learning mechanics mxnet numpy orientation pose python pytorch tensorflow transformations

Last synced: 08 Jan 2026

https://github.com/basemax/imagerecognitionai

Recognition of the images with artificial intelligence includes train and tests based on Python.

artificial-intelligence artificial-intelligence-algorithms image-procesing image-processing image-processing-library image-processing-python matplotlib numpy opencv opencv-python pyparsing python recognition recognition-color recognition-py scikit-learn scikit-learn-python scipy sklearn

Last synced: 07 Jul 2025

https://github.com/semasuka/loan-amount-prediction-regression

Predicting how much loan will be approved

credit-risk-analysis credit-risk-assessment loan loan-amount machine-learning ml numpy pandas python python3 random-forest-regression regression scikit-learn scipy scipy-stats streamlit

Last synced: 29 Apr 2025

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: 06 Sep 2025

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: 26 Oct 2025

https://github.com/aitikgupta/swi-ml

A machine learning library written from scratch - with a runtime switchable backend!

cupy hacktoberfest library machine-learning numpy python3 switchable-backend

Last synced: 17 Aug 2025

https://github.com/inaccel/numpy-allocator

Configurable memory allocations

numpy python

Last synced: 26 Sep 2025

https://github.com/omonimus1/super-computer-vision

Notes about Computer vision and implementation of image-processing, face-detection, face-recognition, and character optical recognition applications.

computer-vision computer-vision-note computer-vison cv2 edge face-detection face-detection-using-opencv face-recognition filters image-processing image-processing-python learning learning-by-doing numpy opencv-notes opencv-python pillow python scikit-learn skimage

Last synced: 17 Mar 2025

https://github.com/philipyip1988/python-notebooks

Data-science tutorials covering Python, Object-Orientated Programming Python standard libraries such as collections, itertools, math, statistics, random and datetime. The tutorials also cover the data-science libraries such as numpy, pandas, matplotlib and seaborn as well as the conda ecosystem.

anaconda anaconda-environment conda data-science jupyterlab math matplotlib numpy pandas python python3 seaborn statistics

Last synced: 31 Jul 2025

https://github.com/prs513rosewood/uvw

Python package to write numpy arrays to VTK XML files

mpi4py numpy python3 vtk

Last synced: 26 Oct 2025

https://github.com/madhavjivrajani/pyqkd

Simulation of Quantum Key Distribution Protocols

numpy optics python qkd-protocol quantum-computing quantum-cryptography quantum-information security simulation

Last synced: 17 Mar 2025

https://github.com/shameempk/pyciede2000

Python library to calculate CIEDE2000 color difference.

ciede2000 color color-difference numpy pyciede2000 python

Last synced: 20 Jun 2025

https://github.com/djeada/kurs-podstaw-pythona

Jeśli chcesz rozpocząć naukę programowania w języku Python, ten kurs będzie doskonałym wyborem. Kurs jest starannie podzielony na cztery sekcje, co umożliwia stopniowe przyswajanie wiedzy i umiejętności niezbędnych do opanowania tego języka. Dzięki temu, krok po kroku, zdobędziesz solidne podstawy oraz zaawansowane techniki programowania w Pythonie

cmdline csv fastapi file-parser logs matplotlib numpy pdf pip scipy server sqlite3 tkinter unit-testing virtualenv

Last synced: 13 Apr 2025

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: 12 Apr 2025

https://github.com/ahmetfurkandemir/datasetoperations

demir.ai Dataset Operations

barplot boxplot csv-files data dataset-process datasets demirai iqr numpy opencv-python pandas

Last synced: 01 Sep 2025

https://github.com/nathadriele/machine-learning-zoomcamp

The Machine Learning Zoomcamp teaches foundational and advanced ML concepts using tools like NumPy, Pandas, Scikit-Learn, TensorFlow, XGBoost, Flask, Docker, AWS, Kubernetes, and KServe. It covers regression, classification, evaluation metrics, neural networks, deployment strategies, and end-to-end projects to bridge theory and practice.

aws classification deployment docker flask kserve kubernetes metrics metrics-visualization mlops-project neural-networks numpy pandas scikit-learn tensorflow xgboost

Last synced: 20 Jun 2025

https://github.com/juzershakir/investigate_tmdb_movies

Investigating Dataset contains information about 10,000+ movies collected from The Movie Database (TMDb)

data-analysis data-mining data-visualization investigate-tmdb-movies investigation matplotlib matplotlib-tutorial movie-database numpy numpy-tutorial pandas pandas-tutorial python seaborn udacity udacity-data-analyst-nanodegree udacity-machine-learning-nanodegree

Last synced: 06 May 2025

https://github.com/aporia-ai/dmatrix2np

Convert XGBoost's DMatrix format to np.array

machine-learning numpy xgboost

Last synced: 30 Apr 2025

https://github.com/amirhaytham/hcia-ai-training

All source codes I wrote while pursuing HCIA-AI Certificate

ai certification cnn cnn-based-experiment cnn-test deep-learning hcia hcia-ai hcia-ai-training huawei huawei-cloud huawei-cloud-ei huawei-training linear-regression machine-learning ml numpy numpy-library python tensorflow

Last synced: 06 May 2025

https://github.com/jecampagne/jaxtutos

JAX Tutorial notebooks : basics, crash & tips, usage of optax/JaxOptim/Numpyro

autodifferentiation jax jaxoptim jit-compilation numpy numpyro scipy tutorial-demos

Last synced: 11 Apr 2025

https://github.com/playboy-player/pytorch_dart

Pytorch_Dart is a dart wrapper for Libtorch,striving to provide an experience identical to PyTorch. You can use it as an alternative to Numpy in your Dart/Flutter projects.

android computer-vision cpp cross-platform dart dart-package dartlang deep-learning deep-neural-networks deeplearning flutter flutter-package libtorch linux machine-learning numpy pytorch tensor torch windows

Last synced: 09 Apr 2025

https://github.com/zzzzzzzzac/numfi

a subclass of numpy.ndarray that does fixed-point arithmetic

dsp fixed-point fpga numpy numpy-arrays simulation

Last synced: 09 Apr 2025

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: 26 Mar 2025

https://github.com/tribeofai/toai

jupyter-notebook numpy pandas python scikit-learn tensorflow

Last synced: 19 Jul 2025

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

Utilities for working with videos

numpy pyav serialization video-processing

Last synced: 12 Jul 2025

https://github.com/jimenacambronero/titanic_analisispython

Análisis exploratorio de datos del Dataset Titanic 🚢. Para este análisis se utilizaron las siguientes librerías: Pandas ,Numpy, Matplotlib y Seaborn

analysis matplotlib numpy pandas python seaborn

Last synced: 02 May 2025

https://github.com/chongyasong/youml

YouML: A Machine Learning Toolkit

ai artificial-intelligence big-data data-mining data-science machine-learning matplotlib numpy pandas python scikit-learn scipy

Last synced: 11 Apr 2025

https://github.com/alugowski/matrepr

Format matrices and tensors to HTML, string, and LaTeX, with Jupyter integration.

data-science data-visualization data-viz graphblas jupyter numpy numpy-matrix pytorch scipy sparse sparse-data sparse-matrices sparse-matrix sparse-representations tensor tensorflow torch

Last synced: 12 Apr 2025

https://github.com/sksalahuddin2828/data_visualization_ii

Mathematical, Statistics, Medical, Scientific Data Visualization

3d 3d-graphics animation graph matplotlib numpy pandas plotly python-app python-lambda python-library python3 pytorch sklearn visualization

Last synced: 24 Jul 2025

https://github.com/veb-101/machine-learning-algorithms

One notebook to learn it all - Algorithms from scratch

matplotlib numpy pandas python-3-7 scikit-learn scipy seaborn

Last synced: 27 Aug 2025

https://github.com/continuum3416/chladni-patterns-generator

Generate an unlimited number of Chladni patterns by solving the rectangular and polar wave equation via separation of variables and eigenvalues.

matplotlib numpy partial-differential-equations python scientific-computing scipy simulation

Last synced: 01 Apr 2025

https://github.com/adam-kerrigan/pybader

Threaded implementation of grid-based Bader charge analysis.

bader-charge-analysis chemistry materials-science multithreading numba numpy physics physics-analysis python science

Last synced: 12 Apr 2025

https://github.com/grayoj/comex

Linear regression to perform predictive analysis on individual's income.

linear-algebra linear-regression numpy pandas sklearn

Last synced: 09 Apr 2025

https://github.com/aneeshnaik/lintsampler

Efficient random sampling via linear interpolation.

low-discrepancy-sequence numpy python random-generation random-sampling statistics

Last synced: 16 Aug 2025

https://github.com/inducer/pytato

Lazily evaluated arrays in Python

array arraylang code-generation code-transformation dag data-flow-graph numpy

Last synced: 11 Sep 2025

https://github.com/thecoderpinar/spotify_trends_2023_analysis

Exploring Spotify's latest trends, top songs, genres, and artists using Python, Pandas, NumPy, Matplotlib, CNNs for image-based analysis, and advanced algorithms for music recommendation. Dive into the world of music data and discover what's trending on Spotify! 🎵📊

cnn cnn-keras data-analysis data-science data-visualization machine-learning matplotlib music-trend numpy pandas python spotify