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An open API service indexing awesome lists of open source software.

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/i4ds/ecallisto_ng

Ecallisto NG is a Python package tailored for interacting with Ecallisto data.

data-analysis data-visualization e-callisto ecallisto-international-network numpy pandas python spectrometer

Last synced: 13 Oct 2025

https://github.com/tasninanika/plant-disease-classification

This project dives into PlantVillage dataset with 38 plant disease classes and uses smart image preprocessing to train models efficiently. I tried both a Custom CNN and MobileNetV2. Transfer learning with MobileNetV2 hit an impressive 99% accuracy, outperforming my CNN at 96%!

keras matplotlib numpy pandas python3 scikit-learn seaborn tensorflow

Last synced: 09 Sep 2025

https://github.com/raj-pulapakura/nn-from-scratch

Neural Network from Scratch using NumPy | MNIST Classification

deep-learning fromscratch machine-learning neural-network numpy

Last synced: 16 May 2026

https://github.com/liedsonlb/gregory_newton

Este projeto implementa e compara três métodos clássicos de interpolação numérica Gregory-Newton, Lagrange e Newton-Geral

math matplotlib numpy python

Last synced: 16 May 2026

https://github.com/bemwamalak/mathsolver

A math solver project made for mathematics course at Cairo University.

linear-algebra numpy python sympy

Last synced: 09 Sep 2025

https://github.com/daquintero/numpsy

Integration of NumPy, SymPy, SciPy, and Pandas into a single extendable mathematical framework.

integration numpsy numpy pandas python3 scientific scipy sympy

Last synced: 11 Apr 2025

https://github.com/tameronline/tameronline

Showcasing Projects on Data Analysis, Programming, and AI — Developed Using Python and Modern Frameworks

data-analysis deep-learning flask machine-learning numpy pandas python3 sql web-development

Last synced: 11 Jun 2025

https://github.com/andresberejnoi/netbuilder

Create fully connected neural networks that can be trained in just a few lines of code

educational-project feedforward-neural-network machine-learning netbuilder neural-network neuralnetwork numpy python python3

Last synced: 06 May 2025

https://github.com/kiran-kumar-k3/image-color-compression-using-k-means

A Python tool that compresses images using K-Means, shows both the original and compressed images, and lets you save the compressed version while displaying file sizes.

images matplotlib numpy pillow python scikit-learn

Last synced: 19 Jan 2026

https://github.com/praveendecode/airbnb_analysis

Airbnb Data Analysis and Visualization project is a comprehensive data exploration and presentation effort. It involves data collection, preprocessing, ETL work, and the creation of an interactive Streamlit user interface. The project aims to provide insights and make Airbnb data more accessible and understandable.

explotary-data-analysis numpy pandas plotly python streamlit streamlit-dashboard tableau tableau-public

Last synced: 06 May 2025

https://github.com/csirmaz/openscad-py

Python OOP precompiler for OpenSCAD's language

3d-models 3d-printing cad numpy openscad python

Last synced: 01 May 2026

https://github.com/anshumansinha3301/neural-network

MNIST Using Neural Network project from scratch in jupyter notebook with basic python concepts (Using Numpy and Matplotlib)

anshumansinha3301 bitfusiondynamics matplotlib-python mnist-handwriting-recognition neural-networks numpy open-source python

Last synced: 16 May 2026

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

Machine learning and data science journey.

data-science machine-learning numpy pandas python sklearn

Last synced: 12 Jul 2025

https://github.com/beinsezii/skrample

Composable sampling functions for diffusion models

diffusers diffusion-models numpy pytorch

Last synced: 20 Jun 2025

https://github.com/fsquillace/notebooks

Various examples of handy Jupyter notebooks

ipywidgets jupyter-notebook matplotlib numpy

Last synced: 18 May 2026

https://github.com/khaymanii/gold-price-detection-model

This model is built using python and Random Forest Regressor algorithm

matplotlib numpy pandas python sckit-learn

Last synced: 05 May 2026

https://github.com/gallillio/data_science-data_visualizer_tool

## About Supervised ML Helper is a Python application that streamlines exploratory data analysis (EDA) and preprocessing for supervised machine learning. Featuring a user-friendly Tkinter interface, it enables users to load CSV files, visualize data, and perform essential transformations, making data preparation accessible for all skill levels.

data-analysis data-science data-visualization matplotlib numpy pandas seaborn sklearn

Last synced: 17 Feb 2026

https://github.com/daira/dualpowsim

Undocumented Python 3 programs for simulating dual PoW and confirmation times for Zcash. Please report issues at https://github.com/zcash/zcash/issues

mathplotlib numpy proof-of-work simulation zcash

Last synced: 16 May 2026

https://github.com/docsallover/music-recommendation

Machine Learning Music Recommendation System: Hybrid Approach (Content & SVD) with Flask

content-based-filtering flask machine-learning matplotlib ml music-recommendation numpy pandas scikit-learn scikit-surprise scipy seaborn surprise svd

Last synced: 07 Apr 2026

https://github.com/kwanit1142/mask-v-s-no-mask-face-detection-models

Machine-Learning Models based Detection System for Masked v/s No-Masked Human Faces (Can be implemented on Grouped Images too)

deep-learning machine-learning matplotlib numpy opencv pandas pil scipy seaborn skimage sklearn

Last synced: 07 Apr 2026

https://github.com/dineshpinto/data-aggregator

A high performance solution to analysing millions of incoming data points using JIT, vectorisation and C arrays.

data-science high-performance numpy python

Last synced: 18 Apr 2026

https://github.com/mooseburger1/2015-twitter-airline-sentiment-analysis

Performing sentiment analysis of airlines from Twitter Data.

matplotlib numpy pandas-dataframe python3 regular-expression

Last synced: 09 May 2026

https://github.com/andresmg07/landscape-recognizer

Supervised ML classification algorithm implemented through pattern recognition techniques and statistical methods.

artificial-intelligence machine-learning numpy opencv pattern-recognition python statistical-methods

Last synced: 17 Feb 2026

https://github.com/omkarpattnaik8080/diabetiespredictionsystem

"This machine learning project predicts diabetes risk, utilizing Python and scikit-learn. Employ AWS for model deployment, ensuring scalability and reliability. Explore predictive analytics to identify factors influencing diabetes onset, enabling proactive healthcare interventions for improved patient outcomes and disease management."

aws machine-learning matplotlib numpy pandas python

Last synced: 07 Apr 2026

https://github.com/ecoronado92/neural_net_from_scratch

python | deep learning | neural networks

deep-learning mnist neural-networks numpy python

Last synced: 17 May 2026

https://github.com/anwarulh007/eduprotect--student-dropout-analysis

EduProtect is a valuable tool for educators, parents, and students in India. By providing accurate predictions and facilitating collaboration, it aims to address the critical issue of student dropouts and ensure a brighter future for all. Used Java in App development and Python for the ML Algorithm in Google Colab.

matpoltlib numpy python random-forest-classifier sckiit-learn

Last synced: 07 Mar 2026

https://github.com/scdamaddio/waltlabtools

A collection of tools for biomedical research assay analysis in Python.

assay biomedical-data-science calibration-curve concentrations curve-fitting diagnostics elisa modeling numpy python

Last synced: 13 Apr 2025

https://github.com/ksharma67/partial-dependent-plots-individual-conditional-expectation-plots-with-shap

The goal of SHAP is to explain the prediction of an instance x by computing the contribution of each feature to the prediction. The SHAP explanation method computes Shapley values from coalitional game theory. The feature values of a data instance act as players in a coalition.

eda individual-conditional-expectation matplotlib numpy pandas partial-dependence-plot python seaborn shap shapley-additive-explanations sklearn xgboost

Last synced: 11 Apr 2026

https://github.com/ranjan2104/diabetes-prediction-application

It is a Model that Predict the Diabetes Status of any person by just giving the some observations so that take the decision on that with the accuracy of 93%+. Due to Trained Model with Data sets so that able to predict very carefully on the previous decision it is supervised learning model using an algorithm is Linear regression and Sklearn for testing and Training the Model and Flask is Uses in Backend and in Frontend HTML, CSS, Js is Using.

flask gunicorn itsdangerous jinja2 markupsafe matplotlib numpy pandas scikit-learn scipy werkzeug

Last synced: 09 Apr 2026

https://github.com/linguini1/typetracker

Analyzes typing data from Keybr.com and displays it graphically according to user preference. Involves polynomial interpolation using Numpy and graph visuals using Matplotlib. Console interface or CLI usage available.

command-line data-visualization graphing keyboard keybr matplotlib numpy polynomial-interpolation python statistics typing typing-practice

Last synced: 28 Apr 2026

https://github.com/yash22222/terrorist-activity-forecasting-and-risk-assessment-system

In an era marked by global security challenges, the "TAFRAS" emerges as a cutting-edge solution to tackle the ever-evolving threat of terrorism. The project is grounded in the urgent need for predictive systems that can anticipate, assess, and mitigate potential terrorist activities.

corpora data-vizualisation folium-maps gensim global-terrorism-database lda machine-learning matplotlib networkx nltk nmf numpy pandas python random-forest-classifier seaborn sklearn spacy textblob vader-sentiment-analysis

Last synced: 08 Apr 2026

https://github.com/justnem/deep-research

My own open source implementation of OpenAI's new Deep Research agent. Get the same capability without paying $200. You can even tweak the behavior of the agent with adjustable breadth and depth. Run it for 5 min or 5 hours, it'll auto adjust.

agent ai bert keras matplotlib neural-networks nlp numpy o3-mini openai python pytorch-tutorial reinforcement-learning vercel-ai-sdk

Last synced: 05 Apr 2025

https://github.com/keizerzilla/python-icp

Implementação do algoritmo ICP (Iterative Closest Point) para nuvens de pontos 3D usando Python.

icp matplotlib numpy open3d python

Last synced: 18 May 2026

https://github.com/codernayeem/graph-gen-analyzer

Generate 2D graph and slope and analyze data.

evaluation fbs graph matplotlib numpy polynomial pyqt5 python slope-calculation

Last synced: 18 May 2026

https://github.com/ganeshkbhat/numericalarrays

numericalarrays offers comprehensive mathematical functions, random number generators, linear algebra routines, Fourier transforms, and more like NumPy. The goal is to be as near as NumPy as possible

array array-prototype arrays javascript linear-algebra matrix numerical numericalarrays numjs numpy numpyjs python scientific-computing

Last synced: 05 Jan 2026

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

A Python library for creating false-color images from Numpy arrays of spectral intensity

cie1931 color-theory false-color-image image-processing matplotlib numpy spectrogram spectroscopy

Last synced: 13 Sep 2025

https://github.com/otakmager/projectml-clusteringweb

This repo is the result of a project assignment for a machine learning course at my university which was assisted by other group members. This project is to create a website that can cluster from the models that have been made. This model was created using the KMeans algorithm with 3 clusters that were trained with the seed dataset

bahasa-indonesia clustering-algorithm flask jupyter-notebook kmeans-clustering numpy pandas pickle python scikit-learn seed-dataset

Last synced: 08 Apr 2026

https://github.com/illagrenan/django-numpy-json-encoder

Django JSON encoder with numpy support

django json numpy python

Last synced: 17 Apr 2026

https://github.com/teibit/xarray-events

An open-source API for handling events based on xarray.

events numpy pandas python xarray

Last synced: 31 Jan 2026

https://github.com/walidbosso/roberta_fine_tuning_sentiment_analysis

Welcome to our RoBERTa Sentiment Analysis project! In this repository, we explore the world of Natural Language Processing (NLP) by fine-tuning a RoBERTa Transformer for sentiment analysis.

bert classification fine-tuning huggingface machine machine-learning movies-reviews neural-network nlp-machine-learning numpy pandas pytorch roberta roberta-model roberta-tokenizer sentiment-analysis transformer

Last synced: 19 Apr 2026

https://github.com/kenmwaura1/python-sort

Simple python script to generate a list of random numbers and insert them in a db

numpy python sqlalchemy

Last synced: 09 Aug 2025

https://github.com/ksharma67/heart-failure-prediction

This problem is a typical Classification Machine Learning task. Building various classifiers by using the following Machine Learning models: Logistic Regression (LR), Decision Tree (DT), Random Forest (RF), XGBoost (XGB), Light GBM and Support Vector Machines with RBF kernel.

auc-roc-curve auc-roc-score decision-trees eda eli5 gridsearchcv lightgbm lime logistic-regression numpy pandas python random-forest seaborn shap skit-learn sklearn svm xgboost

Last synced: 08 Apr 2026

https://github.com/amanovishnu/credit-card-fraud-detection

this project uses machine learning to detect fraudulent credit card transactions with local outlier factor and isolation forest algorithms. we’ll evaluate performance and visualize data distribution.

isolation-factor-algorithm local-outlier-factor machine-learning numpy pandas seaborn-plots

Last synced: 31 Jul 2025

https://github.com/2000pawan/heart-dieases-prediction

"Excited to announce my latest project on LinkedIn! ❤️ Introducing my heart disease prediction ML model deployed on Streamlit. With the powerful Random Forest Classifier algorithm, this solution achieves an impressive accuracy of 98% on training and 93% on testing data. Join me in leveraging technology to enhance healthcare outcomes! 💻🩺 .

artificial-intelligence jupyter-notebook machine-learning numpy pandas python random-forest-classifier streamlit vscode

Last synced: 09 Apr 2026

https://github.com/djeada/numpy-tutorials

Welcome to the NumPy Tutorials repository, your one-stop collection of learning materials for mastering NumPy, a fundamental library for scientific computing in Python.

linear-equation-solver matrix-manipulations numpy numpy-arrays system-of-equations vectors

Last synced: 09 Mar 2026

https://github.com/RedInfinityPro/ChatFlow

Rating: (8/10) The project uses natural language processing to create a chatbot capable of understanding user queries. It trains on a dataset of intents, tokenizing patterns, and constructing a neural network model. The model is saved for future use.

json lancasterstemmer nltk numpy pickle random tensorflow tflearn

Last synced: 30 Sep 2025

https://github.com/pankil-soni/movie-recommendation-system

It is a Streamlit web application that suggests movies to users based on their plot descriptions. It utilizes advanced techniques like TF-IDF and cosine similarity to provide accurate recommendations.

cosine-similarity machine-learning movie-recommendation numpy pandas recommendation-system recommender-system vectorizing

Last synced: 09 Apr 2026

https://github.com/saptarshi11/roadsenseai

Roadsense.AI refers to the process of categorizing road traffic accidents based on their severity.

artificial-intelligence machine-learning mathplotlib numpy pandas python seaborn

Last synced: 09 Apr 2026

https://github.com/faiqa-batool/introduction-to-functions-in-python

Excercise and practice questions of the course 'Introduction to Functions in Python' from Datacamp

numpy pandas pandas-dataframe python python3

Last synced: 12 Feb 2026

https://github.com/angelo-peronio/gsffile

A Python module to read and write Gwyddion Simple Field files

gsf gwyddion gwyddion-simple-field numpy python

Last synced: 05 Oct 2025

https://github.com/onurtemizkan/tsm-genetic-algorithm

Simple implementations of Genetic Algorithm on Traveling Salesman Problem

combinatorics genetic-algorithm numpy travelling-salesman-problem

Last synced: 22 Aug 2025

https://github.com/nevin100/data-visualization-with-seaborn

In this repository, I revisited core concepts of Seaborn and explored a wide range of plots and styling techniques to visualize data effectively. Each notebook demonstrates one or more visualization techniques with explanations and examples.

jupyter-notebook matplotlib-pyplot numpy pandas python seaborn

Last synced: 24 May 2026

https://github.com/msjahid/machine-learning-projects

A collection of machine learning projects featuring models and algorithms for supervised and unsupervised learning, model evaluation, and optimization.

jupyter matplotlib numpy pandas python scikit-learn seaborn

Last synced: 12 Feb 2026

https://github.com/jdavydovportfolio/careerpredictor

A project leveraging AI and Machine Learning (Logistic Regression) to predict graduate job placements. Includes data preprocessing, exploratory analysis, and predictive modeling.

artificial-intelligence exploratory-data-analysis jupyter-notebook linear-regression logistic-regression machine-learning machine-learning-algorithms machine-learning-models matplotlib ml numpy pandas pandas-dataframe predictive-modeling programming python scikit-learn

Last synced: 16 Feb 2026

https://github.com/jaiwillems/polare

Python package for continuous data transformations.

interpolation-techniques numpy

Last synced: 16 Jan 2026

https://github.com/novikovadaria/jupiter_-_pandas_titanic_analysis

Итоговое задание по питону на специальности Программист. GeekBrains University | The final python assignment for the Programmer specialty. GeekBrains University

csv final-project geekbrains homework numpy pandas python

Last synced: 28 Apr 2026

https://github.com/nishant-sethi/machine-learning

Find all the relevant material of machine learning here and give your career a kick-start.

machine-learning natural-language-processing numpy pandas sklearn

Last synced: 13 Apr 2025

https://github.com/simoesleticia/numpy-studies

Explorando e aprimorando habilidades em NumPy

numpy numpy-tutorial python studies

Last synced: 03 Feb 2026

https://github.com/estaheri7/sib-sales-analysis

This Python project aims to analyze the sales data of Sib company, the leading exporter of non-oil products to different countries worldwide.

jupyter-notebook matplotlib numpy pandas python3

Last synced: 11 Apr 2026

https://github.com/hansalemaos/isincython

fast isin() function using Cython (C++) - up to 80 times faster than NumPy/Pandas.

c cpp cython fast isin numpy pandas

Last synced: 11 Apr 2026

https://github.com/a-r-j/npview

CLI tools for quickly inspecting CSV/TSV & NumPy (.npy) array files

cli csv data-analysis inspector npy numpy python tsv

Last synced: 18 Jan 2026

https://github.com/santarsierilorenzo/arrayflux

Tired of not having rolling method on NumPy arrays I created arrayflux

numpy numpy-arrays numpy-library numpy-python python

Last synced: 13 Jan 2026

https://github.com/yashkarthik/graphicallly

Plot polynomial and trigonometric expressions in browser using python.

dash logarithms numpy plot-functions python3 trigonometric-functions

Last synced: 27 Apr 2026

https://github.com/raihan4520/ml

A collection of machine learning projects showcasing various algorithms and techniques, including a final project for the Machine Learning course at AIUB.

data-preprocessing jupyter-notebook machine-learning model-evaluation numpy pandas python scikit-learn

Last synced: 11 Jan 2026

https://github.com/michedev/tensorguard

TensorGuard helps to guard against bad Tensor shapes in any tensor based library

deep-learning numpy pytorch tensorflow

Last synced: 28 Jan 2026

https://github.com/saheedniyi02/krecommend

A python package for creating content-based text recommender systems on pandas dataframes and SQLAlchemy tables

cosine-similarity flask-sqlalchemy nlp numpy pandas python recommendation-algorithms recommendation-engine recommendation-system recommender-system scikit-learn sql sqlalchemy sqlite3 tfidf-vectorizer

Last synced: 10 Mar 2026

https://github.com/omkarpattnaik8080/studentperformanceanalysis

"This data analytics project examines student performance using Python and Pandas. Employing statistical analysis and visualization techniques with Matplotlib, it provides insights into academic trends. Explore this repository for data-driven insights essential for enhancing educational strategies and student outcomes."

data-visualization dataanalytics datascience kaggle numpy pandas

Last synced: 11 Apr 2026

https://github.com/devradheee/stock-market-prediction-model

This project is a web application built with Streamlit that provides stock price predictions using the Prophet model. Users can select a stock and the number of years for prediction, and view both raw data and forecasted prices in interactive plots.

numpy plotly prompt python streamlit

Last synced: 06 May 2026

https://github.com/vidhi1290/python-course

Welcome to the Python Mastery Course Repository! Discover Python's depth and power through our meticulously crafted modules. From foundational concepts to advanced techniques, master loops, functions, data analysis with Pandas, and more. Join us in this exciting journey to Python proficiency! 🐍🚀

artificial-intelligence data-science dataanalysis debugging functions machine-learning merging-algorithms mongodb multithreading mysql-database numpy numpy-arrays object-oriented-programming pandas python pythonbasics regex

Last synced: 11 Apr 2026

https://github.com/psychomita/intellicv

IntelliCV is an AI-driven platform for efficient and intelligent resume screening.

jupyter-notebook numpy pandas python scikit-learn seaborn streamlit svc-model tfidf-vectorizer

Last synced: 19 Apr 2025

https://github.com/shervinnd/cifar-10-image-classification-with-cnn

Description: Dive into this exciting project that builds a CNN with TensorFlow/Keras to classify CIFAR-10 images into 10 vibrant classes! 📸 It features data preprocessing, model training, stunning ROC curve visualizations 📊, sample predictions, and custom image classification

auc-analysis batch-normalization cifar-10 cnn-model computer-vision convolutional-neural-networks custom-image-prediction deep-learning image-classification image-preprocessing keras machine-learning matplotlib-visualization numpy opencv python roc-curve scikit-learn softmax-classifier tensorflow

Last synced: 03 Sep 2025

https://github.com/nikoshet/amazon-customer-reviews-data-mining

Project for course 'Data Mining' for M.Sc. 'Data Science and Machine Learning' in NTUA

data-mining data-science keras-tensorflow numpy pandas python

Last synced: 07 May 2025

https://github.com/raihan4520/cvpr

Jupyter Notebook projects in Python coded during my Computer Vision and Pattern Recognition course at AIUB, focusing on core computer vision techniques.

computer-vision convolutional-neural-network emotion-detection face-mask-detection jupiter-notebook keras matplotlib numpy opencv pandas python tensorflow

Last synced: 04 Feb 2026

https://github.com/numpy/user-survey-2020-details

Analysis and publication of NumPy community survey results

community development numpy survey

Last synced: 10 Jun 2025

https://github.com/balavenkatesh3322/face_recognition

We can train our face and verify our face using openCV.

face-recognition knn-classification numpy opencv python3 webcam

Last synced: 06 May 2026

https://github.com/ei-grad/bincount

No-copy parallelized bincount returning dict

bincount cython numpy python statistics

Last synced: 26 Jan 2026

https://github.com/akshay-rajan/expertsystem

A User Interface for Data Preprocessing, Building and Testing Machine Learning Models.

bootstrap d3js django javascript jquery machine-learning newbie-friendly numpy pandas plotly sklearn

Last synced: 22 Apr 2025

https://github.com/vidhi1290/text-classification-with-transformers-roberta-and-xlnet-model

This project explores advanced NLP techniques using RoBERTa and XLNet models to classify human emotions from textual data. By leveraging robust training and optimization methods, it aims to enhance emotion detection accuracy in applications like social media analysis and customer support.

autoencoder bert ktrain matplotlib natural-language-processing nlp numpy pandas python roberta seaborn sklearn tensorflow transformers xlnet

Last synced: 06 Jan 2026

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awesome-jax 218 awesome-data-analysis 936 awesome-ebooks 106 awesome-jax 149 awesome-mojo-max-mlir 181 awesome-numpy 32 practice-data-science-programming-projects 90
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