Ecosyste.ms: Awesome

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NumPy

NumPy is an open source library for the Python programming language, adding support for large, multidimensional arrays, and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.

https://github.com/soheshdoshi/forcastmodel

This Model is Base On Halt & Winter Algorithm.This Model is Forecast About Seasonal Data.

forcasting machine-learning numpy python

Last synced: 06 Jan 2025

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

No-copy parallelized bincount returning dict

bincount cython numpy python statistics

Last synced: 02 Feb 2025

https://github.com/vaibhav-kesarwani/books_recommendation_system

A ๐—•๐—ผ๐—ผ๐—ธ ๐—ฅ๐—ฒ๐—ฐ๐—ผ๐—บ๐—บ๐—ฒ๐—ป๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ฆ๐˜†๐˜€๐˜๐—ฒ๐—บ ๐Ÿ“š uses algorithms to suggest books based on user preferences and behavior. It personalizes recommendations, helping readers discover new titles that match their interests ๐ŸŒŸ.

dataset jupyter-notebook numpy pandas plotly python3 sklearn

Last synced: 09 Feb 2025

https://github.com/adtzlr/named-einsum

NumPy's Einsum, but with named subscripts.

einsum numpy python

Last synced: 13 Jan 2025

https://github.com/celilselcuk/skin-cancer-detector

A CNN model to distinguish whether a skin lesion is malignant or benign: cancerous or not. Trained on 1500 images for both benign and malignant classes attained from the ISIC skin condition dataset with over 84% accuracy and 93 F1 score.

benign-skin-lesions cancer-detection cnn-keras cnn-model flask image-classification malignant-skin-lesions medicalimaging numpy python tensorflow webapp

Last synced: 05 Nov 2024

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: 30 Dec 2024

https://github.com/kumaranand05/stock-trading-screener

Stock Screener to perform time-series analysis of NSE listed stocks in real-time and generate actionable trading signals.

finance numpy pandas python time-series-analysis trading

Last synced: 06 Nov 2024

https://github.com/mankoff/gdb_fortran_tools

Tools to help debug Fortran code with gdb - plotting, saving, and Numpy functions.

debug debugger debugging fortran gdb numpy python

Last synced: 06 Nov 2024

https://github.com/mycroftai/pyache

Python numpy caching library

caching library numpy

Last synced: 13 Nov 2024

https://github.com/elggem/shapeset-generator

Generates varying shapes as training data for neural nets: ShapeSet.

data machine-learning numpy opencv python svg training

Last synced: 08 Jan 2025

https://github.com/shreyansh055/time-series-forecasting_055

The Time Series Forecasting Project predicts future trends using historical data with Python, Pandas, and models like ARIMA, LSTM, and Prophet, focusing on scalable, accurate forecasting for business and finance.

lstm matplotlib numpy pandas python scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/lyqht/sg-bill-org-scraper

Web scraper to get Singapore Billing Organisations

jupyter-notebook numpy pandas python3 rpa scraping tagui

Last synced: 05 Jan 2025

https://github.com/asem000/sepes

Nested tree tools in python

jax nested-structures numpy torch tree

Last synced: 09 Dec 2024

https://github.com/tansudasli/python-sandbox

Python sandbox w/ core capabilities and pandas, numpy, scipy, matplotlib, BeautifulSoup4 and ml models

beatifulsoup matplotlib numpy pandas python scipy

Last synced: 11 Jan 2025

https://github.com/gandhasiri-rahul-mohan/random-forests-q1-fraud_check

Use Random Forest to prepare a model on fraud data treating those who have taxable_income <= 30000 as "Risky" and others are "Good"

data-science machine-learning numpy pandas python random-forest

Last synced: 14 Jan 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: 25 Dec 2024

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: 08 Jan 2025

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: 02 Feb 2025

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: 10 Feb 2025

https://github.com/marcogdepinto/dogs-vs-cats

Deep learning to classify if a picture contains a Dog or a Cat using Python, OpenCV, Keras.

deep-learning deep-learning-tutorial deep-neural-networks image-classification keras numpy opencv python python3

Last synced: 06 Jan 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: 21 Dec 2024

https://github.com/yogeshselvarajan/rent-prediction-of-house

We will build a model to estimate the rent by explaining the most influential boroughs of Paris the French capital. The used method is the Multiple Linear Regression .

linear-regression machine-learning multiple-linear-regression numpy pandas prediction price sklearn

Last synced: 11 Jan 2025

https://github.com/behzodhalil/opencv-samples

A collection of samples about using OpenCV in Python

numpy opencv python3

Last synced: 27 Jan 2025

https://github.com/wpi-surfmet-lab/multiscale-statistical-analysis

Multiscale regression/discrimination analysis software, which uses multiscale area data exported from MountainsMapยฎ.

matplotlib multiscale-analysis numpy python scipy win wpi wxpython

Last synced: 11 Feb 2025

https://github.com/udityamerit/python-librearies-for-data-science

Python libraries for data science enable efficient data manipulation, analysis, and modeling. Key libraries include NumPy for numerical computing, pandas for data handling, Matplotlib for visualization, Scikit-learn for machine learning, TensorFlow for deep learning, and BeautifulSoup/requests for web scraping. These libraries simplify complex data

beautifulsoup data data-science data-science-libraries machine-learning matplotlib numpy pandas requests scikit-learn scikitlearn-machine-learning tensorflow

Last synced: 08 Nov 2024

https://github.com/summitkwan/dynamicnn

neural network with dynamics

dbm hopfield-network numpy rbm tensorflow

Last synced: 09 Feb 2025

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

ะ˜ั‚ะพะณะพะฒะพะต ะทะฐะดะฐะฝะธะต ะฟะพ ะฟะธั‚ะพะฝัƒ ะฝะฐ ัะฟะตั†ะธะฐะปัŒะฝะพัั‚ะธ ะŸั€ะพะณั€ะฐะผะผะธัั‚. GeekBrains University | The final python assignment for the Programmer specialty. GeekBrains University

csv final-project geekbrains homework numpy pandas python

Last synced: 21 Jan 2025

https://github.com/abhishekmali21/human-skin-detection-using-different-color-spaces

Designed and Created a Human Skin Detection Model to identify skin present in an image using color spaces such as RGB, HSV & YCbCr in achieving higher accuracy.

color-space easygui flask flask-cors hsv image-processing mask-image numpy opencv rgb skin-detection tkinter webbrowser ycbcr

Last synced: 05 Nov 2024

https://github.com/pjessesco/print2d

Replacement of `print()` for printing 2d array with readability including Torch and Numpy.

formatted-text numpy print python3 readability torch

Last synced: 01 Feb 2025

https://github.com/mgobeaalcoba/padawan_python_course

Data-oriented Python course taught for all Mercado Libre verticals

colab-notebook matplotlib numpy pandas python3 scipy-optimize scipy-stats sckiit-learn seaborn

Last synced: 19 Nov 2024

https://github.com/pspanoudakis/data-mining-techniques-projects

Data Visualization ๐Ÿ“Š Clustering and Classification ๐Ÿ—‚๏ธ techniques on Customer ๐Ÿ›๏ธ & Book ๐Ÿ“– datasets

customer-personality-analysis goodreads-data matplotlib numpy pandas python-typing seaborn sklearn-classifier sklearn-clustering wordcloud

Last synced: 10 Feb 2025

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

Django JSON encoder with numpy support

django json numpy python

Last synced: 02 Jan 2025

https://github.com/sahajrajmalla/co2-calculator-api

A Web Application backend API that enables people to create events, join events, and measure the carbon footprint produced by each participant to get insights about online and onsite carbon emissions.

apis carbon-emissions carbon-footprint fastapi makefile numpy pandas precommit sqlalchemy sqlite3 uvicorn

Last synced: 07 Jan 2025

https://github.com/prashver/house-prices-prediction

Utilizing the House Prices Dataset , this project predicts home prices through a Jupyter notebook-based data science pipeline. It includes exploratory data analysis, cleaning, feature engineering, and modeling. The project explores diverse aspects of residential homes to understand price influences beyond traditional factors.

machine-learning matplotlib numpy pandas regression-models scikit-learn seaborn

Last synced: 14 Jan 2025

https://github.com/dlr-eoc/ukis_sat2h5

Convert geospatial satellite images to H5 arrays and back keeping the spatial extent.

array dask deep-learning geospatial hdf5 numpy python python3 raster satellite-imagery tiff

Last synced: 24 Jan 2025

https://github.com/amankanojiya/rubic-cube-detector

Rubic Cube Detection Using OpenCV

argparse numpy opencv opencv-python os python3

Last synced: 11 Jan 2025

https://github.com/prashver/movie-recommendation-system

This recommendation system employs content-based filtering and NLP preprocessing to suggest similar movies based on user preferences and movie data. It fetches movie posters via APIs and is deployed on Streamlit for easy access.

api-request natural-language-processing nltk-python numpy pandas recommender-system streamlit-deployment text-preprocessing

Last synced: 14 Jan 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: 11 Jan 2025

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: 29 Dec 2024

https://github.com/konjkov/pycasino

Python realisation of Casino (QMC) program

mpi4py numba numpy python3 quantum-chemistry quantum-monte-carlo scipy

Last synced: 13 Oct 2024

https://github.com/srikanth284/healthbot-ml

HealthBotML is an intelligent healthcare companion powered by machine learning (ML) and artificial intelligence (AI). With HealthBotML, you can seamlessly check your Body Mass Index (BMI) and engage in informative conversations about various diseases.

bmi-calculator bootstrap chatbot css duckduckgo flask-application flask-sqlalchemy html javascript jinja2 jinja2-template joblib machine-learning nltk numpy openpyxl pandas python3 scikit-learn-pipelines torchvision

Last synced: 06 Jan 2025

https://github.com/mirsazzathossain/cse317-lab-numerical-methods

This repository includes the lab worksheets and assignments for the Numerical Methods Lab course at Independent University, Bangladesh.

numerical-methods numpy python

Last synced: 03 Nov 2024

https://github.com/khaymanii/multiple-disease-prediction-system

This system predicts if a patient has heart, parkinsons and diabetes disease

matplotlib numpy pandas python scikit-learn

Last synced: 21 Jan 2025

https://github.com/mgobeaalcoba/exploratory_data_analysis_course

Un repositorio donde irรฉ cargando tutoriales y practicas de trabajos de analisis de datos exploratorios con pandas, numpy, mathplotlib, Plotly, etc

data-science deepnote google-colab jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 20 Jan 2025

https://github.com/shubhamjai9/emotion-based-counsellor-bot

An Artificial Intelligence based Chat Bot using python tools like Numpy, Pandas, Spacy etc. Counsellor Bot will mimic the characteristics and emotion interpretation skills of human and generate response on basis of emotion of engager.

chatbot gradient-boosting-classifier machine-learning naive-bayes-classifier nlp numpy pandas python-2 spacy

Last synced: 21 Jan 2025

https://github.com/raghavendranhp/dynamic-hotel-recommendation-system-using-nlp

Developing a Python-based system for personalized hotel recommendations. The goal is to match user descriptions with hotel features, enhancing user satisfaction and decision-making in the hospitality industry.

ast lemmatization machine-learning nltk-python numpy pandas stopwords wordtoken-python

Last synced: 07 Jan 2025

https://github.com/analyticalnahid/numpy-tutorial

A complete Notebook on Numpy for Data Science

data-analysis numpy numpy-tutorial

Last synced: 02 Feb 2025

https://github.com/lockwo/awesome-jax

Curated list of JAX Resources and Packages

autograd awesome awesome-list jax machine-learning numpy scientific-computing

Last synced: 11 Feb 2025

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

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

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

Last synced: 03 Jan 2025

https://github.com/tritonix711/fractureai

This tool helps people upload X-rays to find broken bones. It uses a machine to mark where the breaks are and gives users marked pictures to download. A smart computer also helps people understand their broken bones and gives them advice.

css cv2 flask gorq html javascript matplotlib npm numpy pandas pydantic python react scikit-learn torch torchvision ultralytics

Last synced: 24 Jan 2025

https://github.com/arturobp3/machine_learning

Projects that has been developed in the Machine Learning and Big Data subject. Python is the programming language used in them.

linear-regression neural-network numpy pandas python scikit-learn support-vector-machines

Last synced: 18 Jan 2025

https://github.com/milind220/hk-air-quality-analysis

My final project for a statistics and data analysis course. Whew that was a lot of graphs!

data-analysis jupyter-notebook numpy pandas python python3 scipy seaborn statistics

Last synced: 03 Jan 2025

https://github.com/timudk/introduction_to_mcmc

A brief introduction to Markov chain Monte Carlo methods

markov-chain markov-chain-monte-carlo matlplotlib numpy python stochastic

Last synced: 14 Feb 2025

https://github.com/sumitgirwal/super-market-research

This is simple research on supermarket.its must you know how your organization or corporation growth is increasing or decreasing.

dataanalysis matplotlib numpy pandas python3 supermarket-dataset

Last synced: 25 Jan 2025

https://github.com/sumitgirwal/pokemon-dataset-data-analysis

This is a simple analysis of Pokemon dataset from Kaggle using Python , NumPy, Pandas, and Matplotlib.

dataanalysis kaggledatasets matplotlib numpy pandas-python pokemon-dataset python3

Last synced: 25 Jan 2025

https://github.com/sumitgirwal/google-play-store-data-analysis

This Google Play Store dataset from Kaggle, analysis using Python, NumPy , Pandas , and Matplotlib.In dataset analysis, you can view the best app 5-star rating app, most review app, or most download app, etc.

dataanalysis matplotlib numpy pandas playstore-data-analysis python3

Last synced: 25 Jan 2025

https://github.com/daniel-furman/lwmcmc

MCMC parameter space sampling via Metropolis-Hastings

bayesian-inference mcmc metropolis-hastings-algorithm numpy parameter-space-sampling

Last synced: 10 Jan 2025

https://github.com/importhuman/conway-s-game-of-life

A project to make Conway's Game of Life and learn more about Python.

conway-s-game-of-life matplotlib numpy python python3

Last synced: 26 Dec 2024

https://github.com/vitkarpenko/fem-with-backward-euler-for-the-heat-equation

:fire: Solving the heat equation on square plate with finite element method in Python.

fem heat-equation numerical-methods numpy python

Last synced: 26 Dec 2024

https://github.com/mdaiyub/house-price-prediction

Predicting house prices can help determine the selling price of a house in a particular region and can help people find the right time to buy a home.

confusion-matrix decision-tree-classifier gaussiannb kneighborsclassifier logistic-regression machine-learning matplotlib-pyplot numpy pandas random-forest-classifier seaborn svc-svm

Last synced: 17 Jan 2025

https://github.com/rafinhadufluxo/calculonumerico

Trabalhos de Cรกlculo Numรฉrico UFFS ๐Ÿ“๐Ÿ“Š

calculate-numbers exercices matematica mathematical-modelling matplotlib-figures numpy python3 student

Last synced: 26 Dec 2024

https://github.com/eyuuab/frame_level_video_forgery_detaction

A Python project for detecting video tampering using frame difference analysis with OpenCV and NumPy. Includes anomaly detection and visualization tools.

computer-vision frame-difference numpy opencv tampering-detection

Last synced: 23 Jan 2025

https://github.com/kleinyuan/numpy-ml

Implementations of machine learning concepts in modules with basic numpy

basics machine-learning numpy

Last synced: 25 Jan 2025

https://github.com/brianrscode/piedra-papel-tijera-opencv

Juego de piedra, papel o tijera implementado en Python usando OpenCV y MediaPipe para la detecciรณn de manos. Juega contra la computadora realizando gestos con tu mano frente a la cรกmara.

mediapipe mediapipe-hands numpy opencv opencv-python python python3

Last synced: 28 Jan 2025

https://github.com/pyladiesams/data-interpretation-beginner-sep2020

An introduction to Data Interpretation and Storytelling with Python

jupyter matplotlib numpy pandas workshop

Last synced: 03 Jan 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: 25 Dec 2024

https://github.com/mihirh19/imdb-dataset-analysis

The IMDb dataset is a valuable resource for conducting analysis on movies and TV shows. It provides a comprehensive collection of information about films, including titles, release dates, genres, ratings, and more. Analyzing this dataset can offer insights into trends, audience preferences, and the overall landscape of the entertainment industry.

mataplotlib numpy pandas pyplot sqlite3

Last synced: 07 Feb 2025

https://github.com/zainulmustafa/k-nearest-neighbour-algorithms

KNN algorthm using SKlearn and without using SKlearn application on few datasets available at https://archive.ics.uci.edu/ml/datasets.html

collect matplotlib numpy pandas python sklearn

Last synced: 01 Feb 2025

https://github.com/dennis-nichols/clean-air-compass-mapping-api

An API to do spatial interpolation of Purple Air network sensor data and create polygons for display on web maps.

fastapi geopandas numpy pandas python scikit

Last synced: 01 Jan 2025

https://github.com/kinoute/l-layers-xor-neural-network

A L-Layers XOR Neural Network using only Python and Numpy that learns to predict the XOR logic gates.

arguments deep-learning neural-network numpy python python3 script xor xor-neural-network

Last synced: 04 Jan 2025

https://github.com/sisoudev/facialrecognition

Data collected thanks to dear misbah4064, algorithm for recognizing facial expressions with machine learning, still under construction.

machine-learning numpy python python3

Last synced: 11 Jan 2025

https://github.com/moindalvs/learn_statistics_for_data_science

Central tendency, distribution, skewness and kurtosis

kurtosis mean median model numpy pandas skewness

Last synced: 18 Jan 2025

https://github.com/ehtisham-sadiq/ai-pioneers-datascience-arena

This repository is dedicated to the AI Amigos team's participation in the Artificial Intelligence (AI) competition with a focus on Data Science.

artificial-intelligence competition data-analysis data-science data-visualization machine-learning model-building model-evaluation numpy pandas python3 supervised-learning unsupervised-learning

Last synced: 11 Jan 2025

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: 24 Jan 2025