Data

Tools

Indexes

Applications

Experiments

Awesome

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

SciPy

SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open source software for mathematics, science, and engineering.

https://github.com/mrhashemi/optimizers

Python implemntation of Conjugate Gradient method and Adam, and Broyden–Fletcher–Goldfarb–Shanno (BFGS) optimizers from scratch.

adam-optimizer bfgs conjugate-gradient numpy optimizer scipy

Last synced: 20 Mar 2025

https://github.com/theoldvalyria/mobile_game_analysis

Проект, направленный на анализ мобильной игры с целью улучшения бизнес-показателей.

ab-testing matplotlib metrics pandas python scipy seaborn

Last synced: 27 Mar 2025

https://github.com/4ment/torchtree-scipy

Package providing extra functionalities from SciPy

phylogenetics python pytorch scipy torchtree

Last synced: 20 Mar 2025

https://github.com/jai0212/cash-app-bias-busters

A platform developed with Cash App to help ML engineers detect and visualize biases in models using Fairlearn. Features include a collaborative and interactive dashboard (React, Chart.js), a Flask backend, and a secure MySQL database for data storage and analysis.

bias-detection chartjs fairlearn flask machine-learning mysql numpy pandas pytest python react scikit-learn scipy

Last synced: 11 Apr 2025

https://github.com/martincastroalvarez/python-deep-learning-algorithms

Combinatorics implemented with numpy, matplotlib and scipy.

algebra combinatorics matplotlib numpy python scipy

Last synced: 08 Apr 2025

https://github.com/mirgis/sassy-sandbox

A diverse code collection encompassing Python, JavaScript, Julia, and others, providing a wealth of examples, experiments, and snippets.

android aws bokeh ipynb ipywidgets javascript julia kotlin matplotlib numpy playground python3 r sandbox scipy

Last synced: 10 Mar 2025

https://github.com/kumartusha/data_scientist-ai-ml-_training_anudip_foundation

Anudip Foundation Data Analytics Training 📊 A repository containing projects, assignments, and coursework from the Anudip Foundation Data Analytics training program. This includes work on: 🧹 Data Cleaning & Preprocessing 📉 Data Visualization & EDA 📊 Statistical Analysis

excel matplotlib numpy pandas powerbi python scipy sql

Last synced: 18 Mar 2025

https://github.com/dohabanoui/speech-to-text-using-python

This project implements Speech-to-Text functionality with translation capabilities using Python. Users can either record a voice query or provide an existing audio file to obtain its transcription and translation.

audio-processing nlp python pytorch scipy speech-recognition speech-to-text tki translation

Last synced: 21 Mar 2025

https://github.com/marcos-moura97/opticalpyber

Package with tools to waveguides and optical fibers

electromagnetic-simulation electromagnetism physics python scipy

Last synced: 21 Mar 2025

https://github.com/jswong65/machine_learning_nanodegree

Projects of Udacity Machine Learning nanodegree

machine-learning numpy pandas python scikit-learn scipy

Last synced: 04 Apr 2025

https://github.com/hardik3412/location-based-restaurant-recommendation-system-gui

Designed and implemented a Location-Based Restaurant Recommendation System using machine learning techniques in Python. Leveraged advanced algorithms to provide personalized restaurant suggestions, enhancing user experience based on location preferences.

api geolocation gui linear-regression logistic-regression machine-learning matplotlib python python3 random-forest recommender-system restaurant-recommendation scipy tkinter tkinter-gui

Last synced: 05 Mar 2025

https://github.com/rakibhhridoy/easywaydiveinto-datascience

Data Science is not as easy as it seems at first. The most problem faced by new learner are lack of resource knowledge as well as confusion in using the various resources. I hope this repository will benefit confusion learner.

algorithms algorithms-implemented bayesian-statistics data-science deep-learning deep-neural-networks linear-algebra machine-learning matplotlib multivariate-calculus numpy optimization pandas python scikit-learn scipy seaborn statistics statsmodels tensorflow

Last synced: 17 Feb 2025

https://github.com/m-rishab/housing-price-prediction

The Housing Price Prediction Accuracy Improvement project is a data-driven initiative focused on enhancing the precision and reliability of housing price predictions. This project encompasses a multidisciplinary approach, combining data science, machine learning, and real estate insights to optimize the accuracy of forecasts in the housing market.

gridsearchcv hyperparameter-tuning matplotlib matplotlib-pyplot numpy pandas pickle python3 randomforestregressor scipy sklearn

Last synced: 15 Mar 2025

https://github.com/virajbhutada/article-recommendation-system

This project aims to redefine content discovery by delivering personalized article recommendations tailored to individual user preferences. We use advanced machine learning techniques like PCA and K-means clustering to analyze user behavior and article characteristics to provide highly accurate recommendations.

anaconda article-recommendation clustering-algorithm data-analysis data-science keras-tensorflow machine-learning machine-learning-algorithms ml-models numpy pandas plotly python scikit-learn scipy

Last synced: 27 Mar 2025

https://github.com/althonos/rlinalg

Linear Algebra routines for Python as implemented in the R language.

linear-algebra python-library scientific-computing scipy

Last synced: 23 Feb 2025

https://github.com/ferbcn/swissdatamaps

swiss geospatial information maps and plots

fastapi geopandas overpy plotly-dash python scipy uvicorn

Last synced: 20 Feb 2025

https://github.com/ramamagarwal/data_science_projects

This repository contains my journey of delving deep in the field of Data Science starting from scratch. It includes some projects involving python, pandas, seaborn etc.

matplotlib pandas scipy seaborn

Last synced: 15 Mar 2025

https://github.com/simranjeet97/machine-learning

How to Setup Machine Learning Environment in Your PC or Laptop ? How to install Machine Learning Libraries ? How to Build ML Models, Algorithms and Other Stuff ??Your all Questions are answer here !!!!

algorithm deep-learning environment-configuration keras libraries machine-learning numpy pandas scipy tensorflow

Last synced: 03 Mar 2025

https://github.com/emmanuelezenwere/aind-aiprojects

Portfolio of AI projects developed during my Udacity AI Nanodegree, covering Planning AI, Constraint Satisfaction, Hidden Markov Models, and Search algorithms.

alpha-beta-pruning astar-algorithm bellman-equation breadth-first-search constraint-satisfaction-problem depth-first-search hidden-markov-model kalman-filter minmax-algorithm networkx nltk numpy pandas scikit-learn scipy sympy

Last synced: 17 Feb 2025

https://github.com/alexshtf/exp_prox_pt

Proximal point with exponential losses

machine-learning pytorch scipy

Last synced: 16 Mar 2025

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

Numba-accelerated, n-dimensional image filters.

filters image-processing n-dimensional numba numpy scientific-computing scipy

Last synced: 12 Feb 2025

https://github.com/pwilmart/z-score_gui

GUI app for doing sliding window Z-score transformations of quantitative proteomics data

clipboard gui-application python3 scipy statistical-testing

Last synced: 02 Mar 2025

https://github.com/avivace/msc2-dct

Comparing naïve and scipy implementations of DCT2/IDCT2 (Direct Cosine Transform), while exposing the scipy implementation on a web app.

dct2 direct-cosine-transform flask idc2 scipy scipy-implementations vuejs vuejs2

Last synced: 02 Apr 2025

https://github.com/gregoritsch3/ml_eda_classification_loanapprovalprediction

An EDA and Machine Learning Classification exercise on the Loan Approval dataset demonstrating EDA, feature engineering, StratifiedKFold and the use of Tensorflow NN, SVC, LinearSVC, XGBoost, Naive-Bayes, Bagging, Random Forest and Decision Tree algorithms.etc. The modela are optimized using hyperparameter tuning through GridSearchCV.

eda feature-engineering machine-learning matplotlib numpy pandas scikit-learn scipy seaborn tensorflow

Last synced: 28 Mar 2025

https://github.com/sebsikora/curve_fitting

A short guide to using Python tools to perform arbitrary curve-fitting of research data via constrained minimisation.

curve-fitting minimisation numpy optimisation python scipy

Last synced: 29 Mar 2025

https://github.com/opencmm/cnceye

CMM python library

cadquery cmm cnc gcode milling scipy trimesh

Last synced: 27 Mar 2025

https://github.com/taquynhnga2001/ab-testing-cookie-cats

Hypothesis Testing: Validate the result of an A/B Test for a mobile game company Cookie Cats

ab-testing hypothesis-testing python scipy statistics

Last synced: 27 Mar 2025

https://github.com/malwarebo/carcinet

Basic breast cancer detection using Machine Learning

deep-learning keras machine-learning matplotlib numpy python3 scipy tensorflow

Last synced: 24 Feb 2025

https://github.com/sandk21/detection_faux_billets

Algorithme de détection de faux billets selon leurs dimensions géométriques et application web pour générer les prédictions

data-analysis data-science data-visualization machine-learning pandas python scipy sklearn streamlit

Last synced: 28 Mar 2025

https://github.com/mtgsoftworks/blink-detecion-player

It is a software that has the ability to stop and play the videos watched on youtube and rewind when the eyes of this software are closed and opened.

dlib numpy opencv-python python3 scipy selenium-webdriver

Last synced: 11 Mar 2025

https://github.com/mgobeaalcoba/linear_algebra_for_machine_learning

Explore fundamental linear algebra concepts essential for machine learning in this repository, with code examples and explanations. Get a solid foundation for ML!

machine-learning matplotlib numpy pandas python3 scikit-learn scipy seaborn

Last synced: 13 Mar 2025

https://github.com/zeynepcol/data-analysis-visualization

Data visualization and interactive analytics - Olympics Dataset

data-analysis data-science data-visualization matplotlib pandas plotly python scipy seaborn streamlit

Last synced: 19 Feb 2025

https://github.com/hasnainyaqub/portfolio

A portfolio of my data science projects, including exploratory data analysis (EDA), machine learning, deep learning, and data visualization using Python, Pandas, NumPy, Plotly, Seaborn, and more.

ai data-science deep-learning eda fastapi flask machine-learning pandas plotly powerbi python pytorch scikit-learn scipy sql tableau tensorflow

Last synced: 19 Feb 2025

https://github.com/jilliennelapid/finalproject_group53

Final Project for COP2080. Audio Graphical software that works with mono-channel .wav files and plots them in various ways.

matplotlib numpy pydub python scipy tkinter

Last synced: 15 Mar 2025

https://github.com/jorenham/lmo-web

Visual probability distribution & L-moment playground, using PyScript

l-moments lmo plotly probability pyodide pyscript python scipy scipy-stats statistics tl-moments visualization

Last synced: 18 Feb 2025

https://github.com/oskar-j/scipy-optimization-example

Optimization of parameters in SciPy

curve-fitting minimization optimization scipy

Last synced: 01 Mar 2025

https://github.com/bmedicke/amalthea

collection of 🎉 Jupyter Notebooks 🐐 for JupyterLab, creative coding (voronoi diagrams, perlin noise, chaos game), small demos and tutorials

data-science frequency-analysis jupyter-notebook jupyterlab matplotlib mqtt paho pandas perlin-noise python python3 scipy seaborn

Last synced: 07 Apr 2025

https://github.com/kalebers/economic_analysis_data_science

Data Analysis Python project using economic data base to predict percentage of good and bad payers

data-analysis data-science machine-learning pandas python scipy sklearn-library

Last synced: 15 Mar 2025

https://github.com/billgewrgoulas/hypothesis-testing-on-37-seasons-of-nba

First assignment for the course Data Mining @CSE.UOI

data-analysis data-science numpy scipy seaborn statistics

Last synced: 06 Mar 2025

https://github.com/aidatorajiro/takasa

OpenStreetMap 高低差を考えた最短（？）経路問題ソルバー

numpy openstreetmap scipy shortest-path

Last synced: 19 Feb 2025

https://github.com/bogdang888g/shad_homework_2024-2025

Репозиторий с домашними работами из курса "Школы Аналитиков Данных" от МТС

matplotlib numpy pandas python scipy seaborn

Last synced: 09 Apr 2025

https://github.com/jayanthsd2003/dms_sarathi_-driver-monitoring_system-

This is a project which can be seen on TATA Trucks and other premium edition cars based and focussed on the safety and monitoring driver Consciousness state

dlib dlib-face-detection numpy opencv-python pygame python pyttsx3 scipy

Last synced: 05 Apr 2025

https://github.com/ziaeemehr/ode_solver

ode/sde solver, using boost odeint, scipy, gsl, sde.

boost-libraries ode-solver ordinary-differential-equations scipy

Last synced: 01 Apr 2025

https://github.com/mahnoorsheikh16/Credit-Card-Default-Prediction

This project focuses on predicting whether a customer will default on their credit card payment in the upcoming month. Utilizing historical transaction data and customer demographics, the project employs various machine learning algorithms to distinguish between risky and non-risky customers for better credit risk management.

chi-square-test encoding hiplot imblearn json knn-imputer matplotlib numpy pandas pca-analysis pillow plotly robust-scalar scipy seaborn sklearn smote streamlit ttest visualization

Last synced: 01 Mar 2025

https://github.com/kirkalyn13/fir-filter-designer

FIR Filter Designer in Python

dsp matplotlib python scipy tkinter

Last synced: 05 Mar 2025

https://github.com/surtecha/multi-physics-simulation-engine

A real world physics simulation application built with python

jax numpy physics pygame python scipy simulation

Last synced: 14 Apr 2025

https://github.com/upul/indi

Small Machine Learning library written in Python

algorithms machine-learning numpy python scipy

Last synced: 12 Mar 2025

https://github.com/3rd-son/knn-breast-cancer-prediction-model-

A breast cancer prediction model using KNN with an accuracy of 96%

jupyter-notebook knn-classifier matplotlib numpy pandas python scikit-learn scipy search

Last synced: 19 Feb 2025

https://github.com/alvii147/spoilersalert

Detects spoilers for TV shows using natural language processing

google-universal-sentence-encoder matplotlib scipy tensorflow

Last synced: 28 Apr 2025

https://github.com/akash-rajak/object-counter-in-image

Python script to count the no. of object in an image.

matplotlib object-counter python3 scipy skimage tkinter

Last synced: 26 Mar 2025

https://github.com/saptak625/doublependulum

This repository is my derivation of the equations of motion of a double pendulum using Lagrangian Mechanics and then solving the nonlinear, coupled equations using a Runge-Kutta 45 integration scheme.

differential-equations lagrangian-mechanics matplotlib numerical-integration numpy python scipy vpython

Last synced: 12 Mar 2025

https://github.com/aneeshmurali-n/ml_bangalore_house_price_analysis

This project focusing on statistical analysis to understand and prepare data for potential machine learning applications. The dataset house_price.csv includes property prices in Bangalore. The analysis aims to perform exploratory data analysis (EDA), detect and handle outliers, check data distribution and normality, and analyze correlations.

box-plot correlation data-distribution data-transformation exploratory-data-analysis heatmap histplot iqr-method log-transformation matplotlib numpy outlier-detection outlier-handling pandas percentile-method python scatter-plot scipy seaborn z-score-method

Last synced: 27 Mar 2025

https://github.com/argemenon/astronomy_and_simulations

I created this repo to learn astronomy and python simulations

astronomy matplolib numpy physics-simulation scipy sympy

Last synced: 31 Mar 2025

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

🐍 Ako sa stať Dátovým ANALYTIKom v Pythone - Materiály, zdroje, skripty k večernému online školeniu Ako sa stať Dátovým Analytikom v Pythone pre Robime.it (Mentor Partners)

analysts analytics data-science math matplotlib numpy pandas python reiter scipy vizualisation

Last synced: 09 Apr 2025

https://github.com/giuliotaralli/machine-learning-exercises

Practical exercises from the Machine Learning course

graphviz matplotlib numpy pandas python scipy sklearn

Last synced: 26 Mar 2025

https://github.com/anthonytedja/speakcv

speakCV. desktop client automates @Zoom actions with OpenCV

bootstrap computer-vision dlib machine-learning opencv scipy tkinter zoom

Last synced: 24 Mar 2025

https://github.com/mahnoorsheikh16/credit-card-default-prediction

This project focuses on predicting whether a customer will default on their credit card payment in the upcoming month. Utilizing historical transaction data and customer demographics, the project employs various machine learning algorithms to distinguish between risky and non-risky customers for better credit risk management.

encoding hiplot imblearn json knn-imputer logistic-regression matplotlib numpy pandas pca-analysis plotly scipy seaborn sklearn smote streamlit support-vector-machines timeseries-forecasting visualization xgboost-classifier

Last synced: 22 Mar 2025

https://github.com/william-fernandes252/advisor.ai-backend

Back-end of the advisor.ai project, an article search and recommendation platform focused on promoting collaboration between researchers using AI.

api celery cookiecutter django django-rest-framework docker docker-compose machine-learning postgresql python redis scipy

Last synced: 23 Feb 2025

https://github.com/nafisalawalidris/machine-learning-with-python

Machine Learning with Python final project: Apply ML algorithms to solve real-world problem. Hands-on experience in data preprocessing, model selection, evaluation. Showcase ML proficiency in Python.

classification data-science hierarchical-clustering machine-learning regression scikit-learn-python scipy

Last synced: 16 Mar 2025

https://github.com/huichuanli/play-with-linear-algebra

use python3 and Numpy to realize my personal linear Algebra library

numpy python3 scipy

Last synced: 23 Feb 2025

https://github.com/joshmusira/monte_carlo_simulation

Implementation of European option pricing using the Black-Scholes formula

matplotlib monte-carlo-simulation python3 scipy yfinance-data-warehouse

Last synced: 06 Mar 2025

https://github.com/kwanit1142/sars-cov-2-detection-radiology-based-multi-modal-multi-task-framework

Keras-based Implementation for "SARS-CoV-2 Detection: Radiology based Multi-modal Multi-task Framework" (Accepted in 45th IEEE EMBC 2k23)

gans keras matplotlib numpy opencv os pandas pillow scipy sklearn tensorflow transfer-learning wasserstein-distance

Last synced: 02 Mar 2025

https://github.com/tankengine-ish/ct_scan_human_organs_monai_segmentation

AI powered segmentation of human organs from CT images

jupyter-notebook monai pydicom pytorch scipy

Last synced: 08 Apr 2025

https://github.com/alisonmitchell/boston-housing

Investigation of the Boston housing dataset to evaluate, train and test a regression model to predict house prices.

data-science machine-learning matplotlib numpy pandas python scikit-learn scipy seaborn

Last synced: 05 Mar 2025

https://github.com/bestmahdi2/uni__dataminningstackoverflowproject

A university project related to data mining lesson on StackOverflow website data with Python language

cart csv data-mining logistic-regression matplotlib mlp naive-bayes nltk numpy pandas python scikit-learn scipy seaborn stackoverflow svc textblob tqdm xgboost

Last synced: 13 Mar 2025

https://github.com/noeyislearning/analyzing-consumer-behaviour

This analysis delves into the fascinating world of retail data to unlock valuable insights for businesses. Market Basket Analysis is a powerful technique that allows retailers to understand customer behavior, identify item associations, and offer personalized recommendations.

apriori-algorithm association-rule-mining data-science data-visualization jupyter-notebook market-basket-analysis matplotlib mlxtend networkx-graph pandas python3 scipy seaborn

Last synced: 27 Mar 2025

https://github.com/yantonov/ml-docker

Playground for common python ml libraries

anaconda catboost docker docker-image jupiter numpy pyplot python scipy sklearn

Last synced: 12 Dec 2024

https://github.com/cchandre/rg

Renormalization for the break-up of invariant tori in Hamiltonian flows

expm hamiltonian hamiltonian-dynamics invariant-tori kolmogorov-arnold-moser numpy python3 renormalization-group scipy

Last synced: 25 Feb 2025

SciPy Awesome Lists
awesome-numpy 32
SciPy Categories
Community 10 Materials 7 Ecosystem 6