Ecosyste.ms: Awesome

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

Awesome Lists | Featured Topics | Projects

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/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/aidarkhaibulov/flower-art

🌼Computer graphics artwork. It's raster graphics flower drawn by using Bézier curves in order to animate petals tearing off.

bezier-curves computergraphics matplotlib numpy

Last synced: 21 Nov 2024

https://github.com/itzzmeakhi/us-bikeshare-data

This project was done as a part of Data Analytics Nanodegree. In this project bikeshare data ( rented bikes) of three cities(washington, new york & chicago ) were taken. The patterns among the data like frequent route, frequent end and start station etc were displayed to the user based on his input (performed respect to day or month or both). The data given was processed so doesn't contain any null values, And this project is done at my beginner level so no scope of visualizations included in it.

numpy pandas python3

Last synced: 29 Nov 2024

https://github.com/zjutcv/zjutcv

🎇ZJUT toolbox for computer vision.

computer-vision deep-learning numpy pytorch

Last synced: 29 Nov 2024

https://github.com/vorticity-inc/vtensor

VTensor, a C++ library, facilitates tensor manipulation on GPUs, emulating the python-numpy style for ease of use. It leverages RMM (RAPIDS Memory Manager) for efficient device memory management. It also supports xtensor for host memory operations.

cublas cuda curand cusolver gpu numpy rmm tensor xarray xtensor

Last synced: 10 Dec 2024

https://github.com/tugot17/knn-algorithm-from-scratch

The K Nearest Neighbors algorithm, written from scratch using the Python programming language

from-scratch k-nearest-neighbours knn numpy python

Last synced: 21 Nov 2024

https://github.com/nemeslaszlo/pagerank_and_hits

PageRank and Hyperlink-Induced Topic Search (HITS) link analysis algorithms.

hits-algorithm jupyter-notebook numpy pagerank-algorithm

Last synced: 01 Dec 2024

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/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/statute8234/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: 18 Nov 2024

https://github.com/quinta0/aequitasiq-

A financial analysis tool that creates an interactive dashboard to visualize personal income and expenses

langchain-python llm machine-learning nextjs14 numpy ollama pandas python sqlite

Last synced: 17 Dec 2024

https://github.com/mgobeaalcoba/exploratory_data_analysis_course

Un repositorio donde iré 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: 19 Nov 2024

https://github.com/mgobeaalcoba/inferential_statistics_with_python

Explore the world of inferential statistics using Python. Learn hypothesis testing, confidence intervals, and statistical analysis techniques for data-driven decision-making and insights.

google-colab inferential-statistics jupyter-notebook matplotlib numpy pandas python3 scikit-learn seaborn statistics

Last synced: 19 Nov 2024

https://github.com/shruagarwal/magical_image_art

Try this Streamlit App and receive three different styled effects out of an Image! 😉🌈

numpy opencv-python pillow python streamlit

Last synced: 20 Nov 2024

https://github.com/yeisonmontoya1815/machine-learning_prediction_can_inflation

we aim to predict trends in the Canadian market basket using sentiment analysis techniques. Sentiment analysis involves analyzing text data to determine the sentiment expressed, whether positive, negative, or neutral.

algorithms-and-data-structures data data-analysis data-science data-visualization feature-engineering machine-learning matplotlib-pyplot numerical-analysis numpy pandas pipelines python sklearn structured-data super unsupervised-learning

Last synced: 06 Dec 2024

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/marse11e/data-science-exploration

Репозиторий, посвященный изучению различных направлений Data Science! Здесь я собираю материалы, заметки, примеры кода и эксперименты, которые помогут мне в процессе обучения.

jupyter-notebook numpy python

Last synced: 20 Nov 2024

https://github.com/clayrisser/6-line-neural-net

The smallest neural network

neural-network numpy python

Last synced: 15 Dec 2024

https://github.com/rshrc/machinelearning

Collection of Machine Learning Algorithms and Datasets

matplotlib numpy pandas python3 sklearn

Last synced: 10 Nov 2024

https://github.com/pferreirafabricio/graphic-computing

🖼️ Studies and activities of the discipline of Graphic Computing

graphic-computing numpy opencv python

Last synced: 14 Jan 2025

https://github.com/dev-ev/julia-vs-python-ms-scripting

Performance of Julia and Python for reading and matching mass spectrometry data

benchmarking julia mass-spectrometry numpy performance-testing proteomics-data-analysis python

Last synced: 19 Nov 2024

https://github.com/jwest951227/aiSocialGood

The rise of social media and online communities creates safe and anonymous spaces for individuals to share their thoughts about their mental health and express their feelings and sufferings in online communities. To prevent suicide, it is necessary to detect suicide-related posts and user's suicide ideation in cyberspace by natural language process

flask gpt4 numpy python tensorflow

Last synced: 13 Jan 2025

https://github.com/harveyrdonnelly/maclaurin-series-models

A library of interactive Maclaurin Series Mathematical Models written in Python, including trigonometric and exponential functions.

maclaurin-series mathematical-modelling mathematics mathematics-education matplotlib numpy python python3 seaborn

Last synced: 19 Dec 2024

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: 21 Dec 2024

https://github.com/marcelovilla/gdal-py-snippets

Small different-purpose programs using gdal-python bindings (and a fair amount of NumPy)

gdal gdal-python numpy ogr pandas python raster shapefile

Last synced: 22 Nov 2024

https://github.com/miladsade96/numpy_and_algebra

Introduction to numpy and linear algebra

algebra linear-algebra matrices numpy tensor vectors

Last synced: 03 Jan 2025

https://github.com/musfiquejim/enacp-a-hybrid-machine-learning-framework-for-detecting-anticancer-peptides

EnACP: একটি Ensemble Learning মডেল যা অ্যান্টিক্যান্সার পেপটাইড সনাক্তকরণের জন্য ব্যবহৃত হয়।

adamoptimizer ai cnn-classification data-visualization deep-learning densenet inceptionv3 machine-learning matplotlib-pyplot numpy pandas randomforestclassifier randomforestregressor restnet sklearn u-net-pytorch vgg16 vgg19

Last synced: 19 Dec 2024

https://github.com/upul/chocolate-quality-analysis

This repository contains a Jupiter notebook which describes how to use basic machine learning tools such Scikit-Learning, Pandas, and Numpy for buiding models.

machine-learning numpy pandas predictive-analytics scikit-learn

Last synced: 18 Nov 2024

https://github.com/haloapping/ml-workflow

Template alur kerja machine learning.

mahine-learning numpy pandas python3 scikit-learn

Last synced: 06 Jan 2025

https://github.com/kr1shnasomani/greendetect

Detection of plant diseases using CNN (ResNet50 architecture)

computer-vision deep-learning keras neural-network numpy opencv pandas scikit-learn seaborn tensorflow

Last synced: 19 Dec 2024

https://github.com/haloapping/sharing-tipis-tipis

#sharingtipistipis 📗 catatan ketika belajar machine learning, deep learning dan masih banyak lagi.

caring deep-learning machine-learning numpy pandas scikit sharing

Last synced: 06 Jan 2025

https://github.com/kartikeya443/handgesture_detection_opencv

A Computer Vision based model trained on data sets of over 300 inputs for a particular gesture is able to detect and identify human hands gestures effortlessly and is able to track the coordinates for further modifications in its usage for controlling devices like mouse and windows (control features are in development).

deep-learning mediapipe numpy opencv tensorflow

Last synced: 25 Dec 2024

https://github.com/kaslanarian/fastconv

卷积操作(1d, 2d)的快速实现

convolution convolutional-neural-networks numpy

Last synced: 18 Nov 2024

https://github.com/amorehead/ml-fundamentals

A self-educational series of Python scripts made to explore the vast library of machine learning knowledge.

machine-learning numpy pandas python scipy sentdex tensorflow tflearn

Last synced: 13 Dec 2024

https://github.com/pradipece/two_dimensional_data_visualization

This repository for different kinds of Data science and Machine learning project

data-science data-visualization jupyter-notebook machine-learning matplotlib numpy pandas python seaborn sklearn statistics

Last synced: 30 Nov 2024

https://github.com/amari-calipso/papers-please-tasbot

A "Papers, Please" TASbot that offers a programmable interface with the game

cython game-bot games image-processing numpy papers-please papersplease python python3 tas tool-assisted-speedrun

Last synced: 19 Dec 2024

https://github.com/singhmnprt01/Custom-Deep-Neural-Network-Package

A custom deep neural network package that gives the liberty to design your deep neural network using only NumPy

customized-deep-neural-network deep-learning-framework maths-behind-neural-network numpy

Last synced: 20 Nov 2024

https://github.com/upul/indi

Small Machine Learning library written in Python

algorithms machine-learning numpy python scipy

Last synced: 18 Nov 2024

https://github.com/anish202020/real-time-emotion-face-detection

The primary purpose of this website is to detect emotions in real-time using facial expressions captured via a camera.

fer keras numpy opencv python streamlit tensorflow

Last synced: 15 Dec 2024

https://github.com/anish202020/data-analysis-and-machine-learning-basic-programs

Basic programs on data analysis and machine learning for students. It includes a variety of tutorials, examples, and models to help students understand and apply these concepts.

keras matplotlib numpy pandas python sklearn tensorflow

Last synced: 15 Dec 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: 20 Nov 2024

https://github.com/apoorva-info/cognitive-load-using-blink-rates

Analyzing blink rates and task performance to measure cognitive load during digital span tasks using a custom Python tool.

matplotlib numpy pandas python

Last synced: 05 Jan 2025

https://github.com/anish202020/weather_prediction_model_21int68_internship

Predicts weather using data analysis and machine learning neural networks. The project reads data from a CSV file, processes it, trains a neural network, and visualizes the results.

keras-neural-networks keras-tensorflow matplotlib numpy pandas sklearn

Last synced: 15 Dec 2024

https://github.com/ashraf-khabar/bank-marketing-data-analysis

This project is focused on analyzing bank marketing data using PyTorch, pandas, numpy, and scikit-learn. The goal is to build a predictive model that can help identify potential customers who are more likely to subscribe to a bank's term deposit.

data-cleaning data-science data-visualization dataset deep-learning deep-neural-networks feedforward-neural-network learning neural-networks numpy pandas python pytorch sklearn

Last synced: 20 Nov 2024

https://github.com/ashraf-khabar/funcplot-plottingfunctionsmadeeasy

FuncPlot is a user-friendly app built with Kivy and KivyMD that allows you to easily plot and visualize mathematical functions on your desktop or mobile device. With its intuitive interface and support for multiple functions, FuncPlot makes it easy to explore and understand complex mathematical concepts.

kivy kivymd matplotlib numpy python

Last synced: 20 Nov 2024

https://github.com/painterqubits/datalogs

Python package for logging data from scientific experiments.

json netcdf numpy python xarray

Last synced: 11 Nov 2024

https://github.com/amir78729/numpy-system-solution-detector

Linear Algebra course - First Project

echelon-form linear-algebra matrix numpy

Last synced: 17 Nov 2024

https://github.com/amir78729/numpy-image-manipulation

Linear Algebra course - Final Project

linear-algebra numpy

Last synced: 17 Nov 2024

https://github.com/huaxiaz/honor_engineering_analysis

This repository is adapt from the course materials for Honors Engineering Analysis at Northwestern University. The course is designed for Engineering first-year undergraduate students to learn about linear algebra and its applications.

complex-numbers complexity degree-distribution echelon-form erdos-renyi-model fractals iterative-methods jacobi-iteration jupyter-notebook linear-algebra markov-chain networkx networkx-tutorial numpy numpy-matrix pagerank-algorithm python random-graphs randomgraph

Last synced: 07 Dec 2024

https://github.com/udityamerit/all_mlpackages

The `all_MLpackage` is a Python tool for breast cancer detection using scikit-learn's machine learning algorithms. It automates model training, generates accuracy comparisons, and helps identify the best-performing algorithm for diagnosis.

classification knn-algorithm logistic-regression machine-learning numpy pandas scikit-learn svm-model

Last synced: 31 Oct 2024

https://github.com/mahnoorsheikh16/fds-project-cmse830-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: 17 Oct 2024

https://github.com/eschan145/spaceshooter

A simple space shooter game

cpp cpp23 game gcc mingw-w64 numpy python python-arcade

Last synced: 19 Dec 2024

https://github.com/ul-mds/gecko-data

Example data sources as a starting point for working with Gecko

data-science numpy pandas python record-linkage

Last synced: 10 Dec 2024

https://github.com/hayatiyrtgl/data_analysis_project

Financial data analysis: preprocess, visualize, calculate technical indicators.

data-analysis data-analysis-python data-science dataframe numpy pandas python python3 stock-price-prediction talib trade-analysis

Last synced: 22 Dec 2024

https://github.com/msthamizh/singapore-resale-flat-prices-predicting

Developing a Streamlit application that allows users to interactively predict the resale prices of flats in Singapore using machine learning. The application supports regression tasks, enabling users to input various features, such as location, flat type, floor area, and lease start date, and receive predictions for resale prices.

exploratory-data-analysis machine-learning matplotlib numpy pandas python seaborn streamlit

Last synced: 20 Nov 2024

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: 18 Nov 2024

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: 06 Jan 2025

https://github.com/ul-mds/gecko-examples

Example scripts for generating data with Gecko

data-science numpy pandas python record-linkage

Last synced: 10 Dec 2024

https://github.com/nvinayvarma189/deep-learning-with-tensorflow

This repo consists all the basics of tensorflow and all major Deep Learning algorithms and techniques implemented in tensorflow. It will explain you the basics of tensorflow. You can visualize how tensors flow through a grapg while you create one

autoencoder cnn deep-learning gan matplotlib neural-network numpy pandas python3 reinforcement-learning rnn tensorflow

Last synced: 15 Dec 2024

https://github.com/wyllduck/pygame_escapefromgaia

PYGAME / 2018 / university: ETSEIB-UPC / title: 'Escape from Gaia'

matplotlib networkx numpy pygame python3

Last synced: 06 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: 17 Nov 2024

https://github.com/hanzopgp/neuralnetworkfromscratch

This is a multi-layer perceptron build from scratch using numpy and python.

artificial-intelligence deep-learning machine-learning multi-layer-perceptron numpy personal

Last synced: 15 Nov 2024

https://github.com/rishraks/color-object-detection

This project enables real-time detection of user-defined color objects using a webcam. Users enter a color name, and the program identifies objects matching that color by converting it to its HSV range, applying a mask, and detecting contours. It's a practical tool for object tracking, sorting, and interactive applications.

computer-vision numpy opencv pillow-library

Last synced: 22 Dec 2024

https://github.com/mothnik/robust_fourier

Noise- and Outlier-Robust Fourier Transform with Hermite Functions with NumPy and Numba

chebyshev-polynomials fourier-transform hermite-functions hermite-polynomials least-square-regression logsumexp numba numpy python robust-statistics

Last synced: 11 Oct 2024

https://github.com/rishraks/handsign-ai

HandSign AI is a gesture recognition project using Mediapipe to detect custom hand signs like fist, palm, and V-sign. It automates tasks such as starting/stopping video recording and capturing screenshots, showcasing intuitive, touch-free interactions for various applications like smart devices and accessibility.

mediapipe ml numpy opencv python

Last synced: 22 Dec 2024

https://github.com/protechz/e-commerce-analysis

Short machine learning project which analyses customer behaviour 🔎

analysis clustering ecommerce machine-learning numpy pandas sklearn

Last synced: 10 Oct 2024

https://github.com/f1uctus/p4a-recipes

📱 🐍 A collection of recipes for p4a (Python for Android).

android blis docker numpy p4a python python-for-android spacy

Last synced: 15 Nov 2024

https://github.com/sarincr/introduction-to-pyqt5

PyQt5 is a comprehensive set of Python bindings for Qt v5. Qt is set of cross-platform Python libraries that implement high-level APIs for accessing many aspects of modern desktop and mobile systems.

app appdevelopment data-science kivy kivymd machine-learning numpy opengl pygui pyqt pyqt5 pyqt5-desktop-application pyqt6 pyside2 scipy tensorflow tkinter tkinter-graphic-interface tkinter-gui tkinter-python

Last synced: 20 Nov 2024

https://github.com/bsc-dom/npp2nvm

NumPy Persistence to Non-Volatile Memory

numpy nvm persistent-data-structure pmdk

Last synced: 13 Jan 2025

https://github.com/sethios-notebook/__ia_learnig__

Formation Python spéciale Machine Learning francais. Apprendre Python en 30 fichiers qui contiennent une formation sur Numpy, Pandas, Matplotlib, Scipy, Sklearn, Seaborn, H5py, et bien d'autres techniques. Python est le langage d'excellence pour le machine learning, le deep learning, et la data science.

iac machine-learning matplotlib numpy python scikit-learn

Last synced: 21 Dec 2024

https://github.com/prakashjha1/stock-trend-prediction

Deep learning for predicting stock market prices and trends has become even more popular than before. I have used yahoo finance to collect the data and LSTM to build the stock trend model.

deep-learning keras lstm lstm-neural-networks machine-learning numpy pandas pandas-datareader prediction python rnn tensorflow

Last synced: 15 Nov 2024

https://github.com/hanzopgp/lstmcryptopriceprediction

TensorFlow LSTM neural networks which predict cryptocurrencies future prices. Starting from Sentdex's tutorial.

artificial-intelligence deep-learning lstm-neural-networks machine-learning matplotlib numpy personal recurrent-neural-networks tensorflow

Last synced: 15 Nov 2024

https://github.com/fabianacampanari/statisticalmeasures

Statistical Measures in Python - Age and Salary Analysis

hypothesis-testing math numpy pandas-python scipy-stats statisctics

Last synced: 22 Oct 2024

https://github.com/anvesham/machinelearning_models_using_matlab

Stepwise Multiple Linear Regression (With Interactions) and Random Forest Regression on predicting the Productivity of the Garment Factory Workers

bagging-ensemble bayesian-optimization decision-trees jupyter-notebook machine-learning matlab multiple-linear-regression-model numpy python random-forest-regression

Last synced: 15 Nov 2024

https://github.com/socaity/media-toolkit

Web-ready standardized file processing and serialization. Read, write, convert and send files. Including image, audio, video and any other file. Easily convert between numpy, base64, bytes and more.

base64 bytesio fast-task-api httpx image-processing json numpy serialization video

Last synced: 19 Dec 2024

https://github.com/mauriciovazquezm/machinelearning_course_spring2023

Machine Learning course tasks focused on the implementation of the ML algorithms using libraries such as Numpy, Pandas, etc.

machine-learning machine-learning-algorithms numpy python r-language

Last synced: 13 Jan 2025

https://github.com/ansub/mask-detection

A Mask Detection Application using Keras/TensorFlow and OpenCV.

keras numpy opencv python tensorflow

Last synced: 21 Dec 2024