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/omkarpattnaik8080/employeeretentionprediction

"This machine learning project predicts employee retention, employing Python and scikit-learn. Utilize AWS for model deployment, ensuring scalability and reliability. Explore predictive analytics to identify factors influencing employee turnover, facilitating proactive retention strategies for organizational stability and growth."

aws data-science machine-learning matplotlib numpy pandas seaborn

Last synced: 14 Jan 2025

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

This Model is Built using Machine Learning Algorithm i.e Linear Regression and Sklearn so training and testing of data and uses Flask as in Backend and HTML, CSS and JS as in Frontend and the pickle module is used for make a .pkl file such that the data can be fetched using flask is possible and make the prediction of 88%+.

bootstrap4 css flask html js linear-regression numpy pandas pickle sklearn

Last synced: 08 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: 19 Jan 2025

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: 14 Jan 2025

https://github.com/analyticalmonk/blaze_getting_started

Introduction to the Blaze ecosystem.

blaze jupyter-notebook numpy pandas pydata python3

Last synced: 31 Dec 2024

https://github.com/rudreshveerkhare/numras

Artificial Neural Network Implementation like Keras From Scratch using Numpy

deep-learning keras-neural-networks neural-network numpy optimization-algorithms

Last synced: 17 Jan 2025

https://github.com/coding-enthusiast9857/automatic_text_generation

Welcome to the repository, where innovation meets language! This repository is a comprehensive collection of tools, models, and resources dedicated to the exciting field of automatic text generation. Whether you're a researcher, developer, or enthusiast, this repository provides a playground for exploring cutting-edge technology.

ai ann cnn deep-learning deep-neural-networks gru keras lstm ml neural-networks nlp numpy python rnn tensorflow tensorflow2 text-processing

Last synced: 14 Jan 2025

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: 09 Nov 2024

https://github.com/deep-diver/logistic-regression

simple neural network without hidden layer

logistic-regression neural-network numpy

Last synced: 18 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

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/tanyachutani/neural-network-numpy

Neural Network (Multiple layers) from scratch using Numpy.

deep-neural-networks mnist neural-network neural-network-from-scratch numpy

Last synced: 10 Jan 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. we’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/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/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/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/dheerajgits/skyhack

This repository supports a project aimed improve the efficiency of United Airlines' call center by predicting call handle times using machine learning. It analyzes factors like customer tone, call reason, and high-volume call times. A Flask web app delivers real-time predictions to enhance agent allocation, operations, and service quality.

call-center flask-application ivr machine-learning matplotlib natural-language-processing nltk-python numpy pandas seaborn skyhack

Last synced: 02 Jan 2025

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/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/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: 19 Jan 2025

https://github.com/iamncj/missing-kit

The missing tool kit for MVS researchers

cg colmap cv numpy open3d opencv sfm

Last synced: 27 Dec 2024

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/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/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/romybompart/image-processing-in-sublime-text-3

image processing using sublime text , virtualenv, skimage, numpy

anaconda image-processing jedi numpy python skimage sublimerepl sublimet

Last synced: 17 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/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/deep-diver/linear-regression

implement simple version of "Linear Regression" using only Numpy

linear-regression numpy

Last synced: 18 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/ei-grad/bincount

No-copy parallelized bincount returning dict

bincount cython numpy python statistics

Last synced: 10 Jan 2025

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/spockoo/pylegend

A fusion between Python and legend, a name that suggests that the code is both modern and mythical. 3 months of work, with tons of errors to establish the calculations necessary for the superposition, I want to publish my work and improve it and share it under Apache 2.0 License. Designed to work with NBminer!

crypto crypto-tools how-to-farm-crypto kerastuner matplotlib matrix-multiplication mining nbminer numpy performance-optimization pickle project quantum quantumcircuits quantumcomputing qubits scikit-learn tensorflow

Last synced: 10 Oct 2024

https://github.com/romanjuranek/bbx

Bounding box manipulation for python and numpy

bounding-boxes numpy python

Last synced: 19 Dec 2024

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: 21 Jan 2025

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/tylerdougan/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: 14 Oct 2024

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/muzammil-13/mimlrepo

Data Analysis using Python Machine Learning Libraries

data-analysis data-science machine-learning numpy pandas python python-library

Last synced: 16 Jan 2025

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/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/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/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/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/zceemja/si-base

A basic python package that converts numerical strings with units to base units

conversion jax numpy python scientific scipy

Last synced: 28 Nov 2024

https://github.com/g0r0kh/clustering

k-means & hierarchical clustering

conda matplot numpy pandas scikit-learn scipy sklearn

Last synced: 14 Oct 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/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/mycroftai/pyache

Python numpy caching library

caching library numpy

Last synced: 13 Nov 2024

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: 17 Dec 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/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/sudhish-rithvik/license-plate-recognition-system

Automatic number-plate recognition is a technology that uses optical character recognition on images to read vehicle registration plates

cv2 cv2-library harcascade harcascades image image-processing mechine-learning mechinelearning numpy open-source opencv python

Last synced: 31 Oct 2024

https://github.com/mkashirin/scratches

Scratches is a project, which provides a comprehensive guide to creating deep learning models from scratch using Python and NumPy.

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks from-scratch machine-learning machine-learning-algorithms numpy python

Last synced: 06 Nov 2024

https://github.com/tensorush/phygitalism-3dml-tasks

:crystal_ball: :ice_cube: Solutions to the test tasks for the 3DML R&D position at @phygitalism (12.09.2021).

3dml deep-learning job-application neural-network notebooks numpy phygitalism pytorch research-and-development rnd tasks test-tasks

Last synced: 25 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: 21 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/amankanojiya/rubic-cube-detector

Rubic Cube Detection Using OpenCV

argparse numpy opencv opencv-python os python3

Last synced: 11 Jan 2025

https://github.com/yashika-malhotra/data-exploration-and-visualization-for-streaming-platform

Data Analysis and Visualization for streaming platform to provide insights and recommendations to improve their userbase.

colab-notebook data data-visualization jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 14 Jan 2025

https://github.com/yashika-malhotra/cardioflex-treadmill-analysis-using-descriptive-statistics-probability

Description Analysis and Visualization on CardioFlex Treadmill data to provide insights and recommendations to improve their userbase.

colab-notebook data data-visualization jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 14 Jan 2025

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: 21 Jan 2025

https://github.com/xpcosmos/classificao-multilabel

Nesse projeto utilizei as bibliotecas e ferramentas mais populares para resolução de um problema de identificação de tags em discursões do StackOverFlow. Através de técnicas de NLP, os dados textuais foram transformados e realizada a aplicação dos algoritmos de classificação de múltiplas labels.

labels matplotlib multilabel-classification numpy pandas python seaborn sklearn

Last synced: 14 Jan 2025

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/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/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: 13 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/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: 05 Dec 2024

https://github.com/messier16/m16_mlutils

Some stuff that is probably better implemented somewhere else but I'm still a newbie to find out where...

machine-learning numpy pandas python

Last synced: 28 Oct 2024

https://github.com/datarohit/california-house-price-prediction

This dataset has various features about houses in California and we have to predict the price of the houses using Regression Algorithm.

matplotlib-pyplot numpy pandas regression seaborn sklearn

Last synced: 23 Dec 2024

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: 20 Oct 2024

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/grachale/orb_detector

The implementation of part of the ORB (Oriented FAST and Rotated BRIEF) pipeline. The ORB consists of the feature detector and feature descriptor that detect and describe reproducible and discriminative regions in an image. Those, in turn, can be matched between pairs of images for correspondence search, 3D reconstruction, and so on.

image-processing keypoints-detector numpy orb python

Last synced: 13 Jan 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