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: 2026-06-24 00:18:03 UTC
- JSON Representation
https://github.com/rishant/data-science-learning-2025
data science learning 2025
data-science jupyter numpy pandas python python3
Last synced: 28 Apr 2026
https://github.com/ronverse17/automate-data-cleaning
This project automates messy data cleaning tasks - like fixing column names, filling missing values, and spotting outliers, so analysts and data scientists can spend more time on insights, not preprocessing.
Last synced: 28 Apr 2026
https://github.com/hadson0/chess-live-ratings-data
A study project focused on web scraping the live chess ratings from chess.com, with data analysis and visualization on nearly 5000 players in the classical world ranking.
beautifulsoup chess data-analysis data-visualization numpy pandas python seaborn web-scraping
Last synced: 28 Apr 2026
https://github.com/abdeldjalilchafai/us-flight-delay-eda
Structured EDA on 2015 US flight delay data. Clean, reproducible notebook using a 6-step data analysis framework for real-world datasets.
data-analysis data-cleaning eda exploratory-data-analysis flight-delays kaggle matplotlib numpy pandas python seaborn
Last synced: 28 Apr 2026
https://github.com/pedronjorge/average-face
Generate an average face from a given set of images by detecting facial landmarks, aligning features, and blending the images using Delaunay Triangulation. Libraries used: Dlib, OpenCV, NumPy
dlib image-generation jupyter-notebook numpy opencv python3
Last synced: 30 Apr 2026
https://github.com/ahmedsamir45/mean_variance_standard_deviation_calculator
take list of numbers and return it 3x3 array and calculate mean variance and std for rows columns and all array
mean numpy standard-deviation variance
Last synced: 28 Apr 2026
https://github.com/keyurparalkar/knn-for-cifar-10
K-nearest neighbour algorithm for CIFAR-10 dataset
Last synced: 28 Apr 2026
https://github.com/fimbres/numpy-start
A crash project with the most important numpy functions and methods, used in data science, AI and machine learning.
data-science numpy python python-script
Last synced: 29 Apr 2026
https://github.com/kacemmathlouthi/deep-ml-problems
a collection of solved machine learning, linear algebra, and deep learning problems from deep-ml.com
deep-learning linear-algebra machine-learning numpy python
Last synced: 29 Apr 2026
https://github.com/skypse/santander-coders-data_science-course
Curso de Data Science, proposto pelo Satander, utilizando Python!
jupyter-notebook numpy pandas-python python scikit-learn
Last synced: 29 Apr 2026
https://github.com/0nom4d/306radiator
Mathematical EPITECH Project - This project reproduces the behaviour of a radiator placed at a position in a room of a given size.
epitech epitech-project numpy pytest python3
Last synced: 29 Apr 2026
https://github.com/ujjvalrajput/data-analysis-python-practise
Practise with matplotlib, pandas, and numpy.
matplotlib numpy pandas python
Last synced: 29 Apr 2026
https://github.com/thaisgarcia/analise-exploratoria
Respondendo 10 perguntas de negรณcio a partir de um dataset sobre uma rede de varejo que comercializa diversos produtos em diversas cidades dos EUA.
Last synced: 29 Apr 2026
https://github.com/thaivincent/fft_image_compression
A simple image compression program using FFT and numPy
Last synced: 29 Apr 2026
https://github.com/haleema33/cs50-final-project
This project allows the user to input a sequence of characters (a-z), and generates a unique audio file composed of piano sounds corresponding to those characters. The system reads sound files from a predefined directory, processes them, and outputs a new WAV file with the audio sequence. The audio is speeded up 3x for an accelerated playback.
Last synced: 29 Apr 2026
https://github.com/solomonbaez/koios
Neural Network Framework, built from scratch in NumPy.
machine-learning neural-network neural-networks numpy
Last synced: 29 Apr 2026
https://github.com/sakshijain009/minor-project-ml-in-python
Exploratory Data analysis on data using python
matplotlib-pyplot ml numpy pandas python seaborn
Last synced: 29 Apr 2026
https://github.com/abhishek010397/tigerprediction-machinelearning
Machine Learning Prediction Model Using Multiple Regression to predict Tiger Population in India
keras-tensorflow matplotlib-pyplot multiple-linear-regression numpy pandas python3 r2 sklearn
Last synced: 29 Apr 2026
https://github.com/alfastrek/textinsight-pro
Webscraper with Natural Language Processing
beautifulsoup jupyter-notebook nltk numpy pandas python webscraping
Last synced: 29 Apr 2026
https://github.com/christs8920/data-science-py
A collection of data science projects made in python.
data-science data-visualization machine-learning matplotlib nltk numpy pandas python sklearn svm-classifier visualization
Last synced: 29 Apr 2026
https://github.com/ahshah322/world-happiness-report-2025
Data analysis and visualization of the World Happiness Report 2025 using Python (pandas, seaborn, matplotlib). Explores how GDP, health, freedom, generosity, and corruption perception influence global happiness.
data-analysis data-science matplotlib numpy pandas python seaborn worldhappiness
Last synced: 29 Apr 2026
https://github.com/fanisgl/video-games-sales-data
Data Analysis of Sales Dataset using Python.
data-analysis data-science data-visualization dataset jupyter-notebooks matplotlib numpy pandas poisson-distribution python python3 sales statistics
Last synced: 29 Apr 2026
https://github.com/harmanveer-2546/bird-species-prediction-using-deep-learning
Using convolutional neural networks to build and train a bird species classifier on bird pics data with corresponding species labels, also build GUI for the same.
3d-graph callback deep-learning eda gui gui-application image-generator imageclassification keras-tensorflow matplotlib maxpooling mobilenetv2 numpy opencv pillow plotly python seaborn transfer-learning visualization
Last synced: 29 Apr 2026
https://github.com/fantaso/data-analysis-and-manipulation-with-pandas
Project consists to analyse a publicly available movie dataset found in https://www.kaggle.com/beyjin/movies-1990-to-2017 and use Python tools like Pandas in order to get some initial insights about the dataset and finally proceeding to clean, transform and save a new version of the dataset in a better structure thinking about storing the data in a database.
matplotlib numpy pandas python3 seaborn
Last synced: 29 Apr 2026
https://github.com/iambedant/deeplearning.ai-assignments
cnn convolutional-neural-networks numpy python3 tensorflow
Last synced: 29 Apr 2026
https://github.com/ola-kaznowska/sigmanoid-function
Sigmanoid function. Written in Python 3.13.1 with matplotlib library and numpy
mathmatics matplotlib numpy python python3
Last synced: 30 Apr 2026
https://github.com/omarsaad21/it-salary-eda
A python EDA project implemented on IT department salaries data we made data exploration and made data visulization for some questions on dataset
data explotary-data-analysis juypter-notebook numpy pandas python visualization
Last synced: 30 Apr 2026
https://github.com/nikhilsree5/walmartcasestudy
Analysis of Customer Spending Habits at Walmart Inc
clt eda numpy pandas python3 statistics visualization
Last synced: 30 Apr 2026
https://github.com/tinaland101/credit-risk-classification
The purpose of this project is to build a credit risk classification model using machine learning techniques. This model helps identify the creditworthiness of borrowers based on historical lending data. Specifically, it uses a logistic regression model to predict whether a loan is healthy (0) or high-risk (1).
numpy pandas pathlib scikit-learn
Last synced: 30 Apr 2026
https://github.com/shakhthi/network_security
matplotlib numpy pandas pymongo seaborn sklearn
Last synced: 30 Apr 2026
https://github.com/mayankfreelancer/advanced-sales-analytics-dashboard-power-bi-
This interactive Power BI dashboard provides a comprehensive analysis of sales data across regions, categories, and time periods. The project aims to uncover key trends in total sales, profit, quantity sold, and product performance, using advanced visualizations and forecasting techniques. ๐ Tools & Techniques Used: Power BI
dashboard data-science data-visualization excel numpy pandas powerbi python sales-analysis sql
Last synced: 30 Apr 2026
https://github.com/redinfinitypro/python-task-manager
Rating: (7/10): The Python Task Manager, is a user-friendly interface using tkinter library for system monitoring and management. It displays detailed system process information using psutil, with interactive features.
matplotlib numpy psutil pygetwindow tkinter
Last synced: 30 Apr 2026
https://github.com/ayushshrivstava/es654_prereqtest
Prerequisite test for the Machine Learning course ES654
jax matplotlib numpy pandas sympy
Last synced: 30 Apr 2026
https://github.com/poltanek/crane-random-search
Skeleton code for a simulation of a problem similar to the Crane problem however, implementing using random search algorithm expending random nodes
numpy python python3 random-search-algorithm
Last synced: 01 May 2026
https://github.com/pedasoft-consult/sentiment_analysis
This project involves analyzing customer reviews to classify them as positive or negative using Logistic Regression. The workflow includes text preprocessing, feature extraction, training a model, making predictions, and evaluating its performance.
Last synced: 30 Apr 2026
https://github.com/darinochka/course_python_iad
ะะ\ะกะตะผะธะฝะฐัั ะผะฐะนะฝะพัะฐ "ะะฝัะตะปะปะตะบััะฐะปัะฝัะน ะฐะฝะฐะปะธะท ะดะฐะฝะฝัั "
machine-learning numpy pandas python3
Last synced: 30 Apr 2026
https://github.com/alphan26/airbnb-data-visualization
I've used the airbnb new york dataset from kaggle to make a comprehensive data visualization using pandas, seaborn, matplotlib.
machine-learning matplotlib numpy pandas python seaborn
Last synced: 30 Apr 2026
https://github.com/lmizner/codecademy_biodiversity
Using knowledge of data analysis to interpret data about endangered animals for the National Park Service
barplot jupyter-notebook matplotlib-pyplot numpy pandas python seaborn
Last synced: 30 Apr 2026
https://github.com/johnrobertsantos/exploratory-data-analysis-using-python
This project represents the culmination of my Python learning journey.
jupyter matplotlib numpy pandas python seaborn
Last synced: 30 Apr 2026
https://github.com/tom-uchida/datascience_handbook
Python private lesson
data-science matplotlib numpy python
Last synced: 01 May 2026
https://github.com/macnianios/fandango
a udemy project for seaborn data visualizations and basic pandas commands
numpy pandas python seaborn seaborn-plots udemy-course-project
Last synced: 01 May 2026
https://github.com/sairupeshl/portfolio-risk-calculator
A portfolio risk engine using Python, integrating the Yahoo Finance API to ingest and preprocess historical multi-asset price data
Last synced: 08 Jun 2026
https://github.com/ismaelvr1999/bioinspiredalgorithms
This repository contains implementations of various bioinspired algorithms for optimization and machine learning.
machine-learning matplotlib numpy python tensorflow
Last synced: 01 May 2026
https://github.com/ahmedsamir45/demograghic-data-analyzer
answer some questions about the data
demographic-data-analyzer numpy pandas
Last synced: 01 May 2026
https://github.com/cbhihe/nn_binary-classifier
NN-based binary classification with logistic regression loss, back-propagation with gradient descent and optional regularization
classifier gradient-descent logistic-regression neural-network numpy python regularization sklearn
Last synced: 01 May 2026
https://github.com/satyamtripathi8/tools_for_data_science
Introduction to Data Science Tools(Python)
data-analysis-python matplotlib-pyplot numpy pandas
Last synced: 01 May 2026
https://github.com/mayankanand007/betago
Platform for tracking Go moves using Computer Vision. (StarterHacks 2018 submission)
java matlab matplotlib numpy opencv-python python3
Last synced: 01 May 2026
https://github.com/meepo69/urban-air-quality-prediction-using-deep-learning
deeplearning nueral-networks numpy python pytorch
Last synced: 01 May 2026
https://github.com/dpb44/exploring-the-intuition-of-neural-networks-on-a-classification-problem-using-only-numpy
Implementing a softmax-based neural network from scratch using NumPy to classify the Iris dataset, leveraging vectorization, gradient descent, and decision boundary visualization.
deep-learning neural-network numpy softmax-classifier
Last synced: 02 May 2026
https://github.com/mgitrov/ann-from-scratch
An artificial neural network implemented from scratch using numpy only.
artificial-neural-networks deep-learning guide numpy
Last synced: 02 May 2026
https://github.com/shreeparab1890/unicorns-of-india-till-sep-2022-analysis-eda
This ipython notebook is the Exploratory data analysis (EDA) of the Unicorns of India till Sep 2022.
analysis data-analysis eda exploratory-data-analysis matplotlib-pyplot numpy pandas plotly
Last synced: 02 May 2026
https://github.com/amishidesai04/emergency-calls-data-analysis-project
Welcome to the Emergency Calls Data Analysis project repository. This project is dedicated to extracting, processing, and visualizing data from the "Emergency โ 911 Calls, Montgomery County" dataset, sourced from Kaggle. The main objective is to analyze trends in emergency calls in Montgomery County, Pennsylvania, spanning multiple years.
analysis data-analysis data-extraction data-processing data-science data-visualization numpy pandas python seaborn
Last synced: 02 May 2026
https://github.com/bharath-tars/streamlit_diabsynth
Predictive Health Analytics for Diabetic Risk Assessment and Personalized Reporting WebApp using Streamlit
deeplearning mahine-learning numpy onrender-deploy pandas seaborn streamlit
Last synced: 02 May 2026
https://github.com/hariprasath-v/solafune_aerosol_optical_depth_estimation
Estimate AOD using Sentinel-2 data, leveraging its spectral bands and spatial resolution to improve accuracy.
catboost efficientnet exploratory-data-analysis huggingface jupyter-notebook matplotlib numpy pandas pearson-correlation python remote-sensing seaborn solafune timm transformer
Last synced: 02 May 2026
https://github.com/hadjuse/spotify-recommendation-knn
Here is a personal project where i use KNN project to classify songs
data-science graphics interpretation knn-classification machine-learning matplotlib music numpy plotly spotify
Last synced: 03 May 2026
https://github.com/helenaden/data-science-fundamentals
This project delves into fundamental data science concepts using Python libraries like NumPy and Pandas
data-analysis datascience datasets datavisualization datawrangling heatmap numpy pandas patterns python
Last synced: 03 May 2026
https://github.com/isinghabhishek/data_analysis_with_python
Introduction to Data Analysis covering the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis.
data-visualization exploratory-data-analysis numpy pandas python
Last synced: 03 May 2026
https://github.com/alexbie98/bietorch
neural nets with numpy
autograd neural-nets numpy torch
Last synced: 03 May 2026
https://github.com/k-ilyas/ai-projects-handwritten-digit-recognition-titanic-survivor-analysis
AI Projects: Handwritten Digit Recognition & Titanic Survivor Analysis using scikit-learn
machine-learning numpy pandas sickit-learn
Last synced: 03 May 2026
https://github.com/thiagonunesbatista/deuteranopia-simulator-computer-vision-python
Live color detection with a webcam and a simulation of deuteranopia's color perception effects.
computer-vision numpy opencv python
Last synced: 03 May 2026
https://github.com/nak-dt/deep-decision-forest
A custom ensemble tree model inspired by Deep Forest
ai machine-learning machine-learning-algorithms numpy pandas python sklearn
Last synced: 03 May 2026
https://github.com/sadmanca/imdb-scraper
Scrapes IMDb's movie database and outputs the data to CSV files.
beautifulsoup data-scraping imdb numpy pandas python requests
Last synced: 03 May 2026
https://github.com/codeslash21/tmdb_data_analysis
We analysed TMDB dataset which contains around 11000 movies details. We analyzed to find some interesting facts about the dataset.
data-analysis data-visualization matplotlib nanodegree-project numpy pandas python tmdb-movie
Last synced: 03 May 2026
https://github.com/akhil-krishnan-r/super_market_analysis
The growth of supermarkets in most populated cities are increasing and market competitions are also high. This dataset is one of the historical sales of supermarket company which has recorded in 3 different branches for 3 months data. Predictive data analytics methods are easy to apply with this dataset
data-visualization matplotlib numpy pandas seaborn
Last synced: 03 May 2026
https://github.com/kaustavmodak/business-aided-customer-feedback-assessment-system
A Streamlit-based sentiment analysis app that classifies customer reviews into Positive, Neutral, or Negative using a pre-trained ML mode
framework machine-learning matplotlib nlp nltk numpy pandas pickle regex scikit-learn seaborn sentiment-analysis streamlt tfidf-vectorizer
Last synced: 03 May 2026
https://github.com/carol-neto/sprint-9-making-data-driven-business-decisions
In this project I evaluate hypotheses using ICE and RICE and perform A/B testing analysis.
abtesting dataanalysis hypothesis-testing matplotlib numpy pandas python scipy-stats seaborn
Last synced: 03 May 2026
https://github.com/manikantasanjay/youtube_exploratory_data_analytics
This is a Mini Project made using Python Libraries like Numpy, Pandas, Matplotlib etc to perform Data Analytics on US Video and Comments dataset.
jupyter-notebook matplotlib numpy pandas plotly python seaborn wordcloud
Last synced: 03 May 2026
https://github.com/syed-m-nofel/python-data-science-fundamentals
Python notebooks for data manipulation (Pandas/NumPy) and API workflows โ from basics to practical examples.
api beginner-friendly data-analysis data-science http-requests jupyter-notebook numpy pandas pandas-dataframe python tutorial
Last synced: 03 May 2026
https://github.com/asayda01/airport_operations_analytics
The project analyzes the performance of Hold Baggage Screening X-ray Machines, identifying trends in system load, bottlenecks, and operator efficiency. Using an interactive Streamlit app, users can explore data-driven insights to optimize airport screening processes and improve overall operational performance.
data-science dataanalysis datainsights datavisualization numpy pandas python streamlit
Last synced: 03 May 2026
https://github.com/lexxai/goit_python_ds_hw_01
GoIT, Python Data Science, Homework number 1.
data-science google-colab jupyter-nootebook numpy numpy-arrays python
Last synced: 18 Apr 2026
https://github.com/27ahmad/movie-recommendation-system
Welcome to the Movie Recommendation System! This project uses Streamlit to provide personalized movie recommendations based on user preferences and similarity.
movie-recommendation numpy pandas python scikit-learn
Last synced: 04 Apr 2026
https://github.com/aaaastark/twitter_sentiment_analysis
Twitter Sentiment Analysis
csv database machine-learning matplotlib numpy pandas python python3 sentiment-analysis sklearn tensorflow text-classification twitter twitter-sentiment-analysis
Last synced: 04 Apr 2026
https://github.com/kasraskari/python-for-data-science
Foundational concepts and libraries for data science with Python.
data-science jupyter-notebook matplotlib numpy pandas python scipy
Last synced: 04 Apr 2026
https://github.com/abdul-rafay19/california-housing-price-prediction
This project predicts California housing prices using machine learning regression models, including Random Forests and Decision Trees. It covers data preprocessing, exploratory analysis, model training, and hyperparameter tuning to optimize performance.
decision-trees gridsearchcv linear-regression matplotlib numpy pandas python random-forest randomsearch-cv scikit-learn scipy seaborn
Last synced: 04 Apr 2026
https://github.com/yashsonaar/machine-learning-tasks
This repository has machine learning tasks which include classification, recommendation system, fraud detection system
classification jupyter-notebook machine-learning numpy pandas prediction python scikit-learn testing
Last synced: 04 Apr 2026
https://github.com/ccolpasm/pageviewanalyzer
PageViewAnalyzer analyzes and visualizes time series data of forum visits (2016-2019). It uses Pandas, Matplotlib, and Seaborn to create line plots, bar charts, and box plots, highlighting trends, monthly averages, and seasonality in page views. Perfect for data exploration with Python.
data-science matplotlib numpy pandas python
Last synced: 18 Apr 2026
https://github.com/jsnevt/regressao_linear
Regressรฃo linear simples - Qual a velocidade se levou x distรขncia para parar ?
linear-regression matplotlib numpy pandas python
Last synced: 18 Apr 2026
https://github.com/hariprasath-v/machinehack-analytics-olympiad-2022
Create a machine learning model to help an insurance company understand which claims are worth rejecting and the claims which should be accepted for reimbursement.
catboost-classifier exploratory-data-analysis logloss machinehack numpy optuna pandas python scikit-learn shap
Last synced: 18 Apr 2026
https://github.com/alezoon/movie-revenue-prediction
Sk-learn practice using Linear Regression, ML workflow practice.
jupyter machine-learning matplotlib-pyplot numpy pandas python scikit-learn
Last synced: 05 Apr 2026
https://github.com/stffns/snapvec
Fast compressed ANN search via randomized Hadamard transform + Lloyd-Max quantization. Pure NumPy.
ann embeddings hadamard numpy quantization rag vector-search
Last synced: 07 Apr 2026
https://github.com/rafagomezguillen/data-science-python
Data Science and Python notes
data-science django-rest-framework matplotlib numpy pandas python seaborn webscraping
Last synced: 18 Apr 2026
https://github.com/jai0212/ai-virtual-painter
Real time finger and object painting using advanced computer vision technology with custom hand gestures and customizable colours
artificial-intelligence cmake computer-vision cpp mediapipe numpy opencv python
Last synced: 05 Apr 2026
https://github.com/ricardorobledo/weldingdefectdetection
Welding Defect Detection
css3 fastapi html5 javascript kaggle-dataset numpy opencv ultralytics yolov8
Last synced: 05 Apr 2026
https://github.com/grantgasser/task3
Multiclass Classification
keras multiclass-classification numpy pandas tensorflow
Last synced: 05 Apr 2026
https://github.com/nowon1/insurance-claim-prediction_version
This project aims to predict the insurance claim amounts based on various customer attributes using machine learning techniques. The project involves data preprocessing, exploratory data analysis, feature engineering, and model training and evaluation.
data-preprocessing data-science data-visualization exploratory-data-analysis feature-engineering insurance jupyter-notebook machine-learning numpy pandas predictive-modeling python random-forest regression-analysis scikit-learn
Last synced: 05 Apr 2026
https://github.com/lorenzorottigni/ml-movies
Machine Learning python bootcamp: Recommender Systems on movies dataset
ipynb machine-learning numpy pandas python recommender-system scikit-learn seaborn
Last synced: 05 Apr 2026
https://github.com/ahmaruff/kmeans-img-compress
Simple python image compression library using K-Means clustering
color-quantization image-compression image-processing kmeans kmeans-clustering numpy python
Last synced: 18 Apr 2026
https://github.com/ayu-ano/basic_object-detection
End to End Basic object Detection using Open CV
background-substraction-algorithm cv2 masking math mixture-of-gaussians numpy python3
Last synced: 18 Apr 2026
https://github.com/znreza/paradoxes
Q-learning algorithm from scratch in python for optimal path finding
grid grid-search matrix numpy python qlearning-algorithm reinforcement-learning
Last synced: 18 Apr 2026
https://github.com/linggarm/lvq-and-elm-with-iris-dataset
Implementation of Learning Vector Quantization (LVQ) and Extreme Learning Machine (ELM) with Iris Dataset
artificial-intelligence deep-learning elm extreme-learning-machine learning-vector-quantization lvq machine-learning numpy python soft-computing
Last synced: 18 Apr 2026
https://github.com/autokmg/ai-foundations
Practice exercises related to the Foundations of Artificial Intelligence university course. The code examples are designed to help students gain a deeper understanding of these topics and to prepare for exams and assignments. The repository is open to contributions from other students.
Last synced: 18 Apr 2026
https://github.com/mayankmittal29/criticalphenomena-exploring_phase_transitions_and_self-organized_criticality
A computational physics project exploring critical phenomena through percolation theory and the Bak-Tang-Wiesenfeld sandpile model.
criticality-c gif-animation jupyter-notebook matplotlib numpy percolation-theory python3 sandpile-model
Last synced: 18 Apr 2026
https://github.com/codetun/wie-act-challenge-ai
Our AI model, integrated with the Defend Her extension, uses advanced natural language processing (NLP) to predict and identify offensive or harmful language in real-time ๐ง ๐ฌ๐ซ. By continuously analyzing content, it ensures accurate detection of bad words, enhancing the extension's ability to protect users and promote a safer online environment ๐
colab csv jupiter-notebook kaggle nltk numpy pandas
Last synced: 19 Apr 2026
https://github.com/mwoss/opencv-raspberry-pi
Video capture on Raspberry Pi/PC using OpenCV
numpy opencv python rapsberrypi video-capture
Last synced: 19 Apr 2026
https://github.com/simonusher/multi-layer-perceptron
My solution to an assignment on multi-layer perceptron. Implemented in python and numpy. Contains the forward and backward pass code, as well as some utility functions.
multi-layer-perceptron neural-network numpy python
Last synced: 19 Apr 2026