Ecosyste.ms: Awesome

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

Awesome Lists | Featured Topics | Projects

scikit-learn

scikit-learn is a widely-used Python module for classic machine learning. It is built on top of SciPy.

https://github.com/vidhi1290/robust-yield-prediction-

"Predicting a Greener Future 🌾📊 Delve into the world of agriculture and data science with our Yield Prediction project. We harness machine learning and weather data to forecast crop yields accurately. Join us in cultivating smarter farming practices for a sustainable tomorrow."

artificial-intelligence data-analysis data-cleaning-and-preprocessing data-science data-visualization dataexploration devops docker machine-learning machine-learning-algorithms matplotlib matplotlib-pyplot pandas python scikit-learn scikitlearn-machine-learning streamlit yield-prediction-for-food-processing

Last synced: 02 Feb 2025

https://github.com/omanshu209/diagnosify-knn

This is a Python - based application that predicts diseases based on the symptoms inputted by the user using machine learning (KNN classifier algorithm).

jupyter-notebook k-nearest-neighbor-classifier kivy kivymd machine-learning python python3 scikit-learn

Last synced: 30 Jan 2025

https://github.com/datpham0412/covid19-prediction-model

Machine learning project aimed at predicting new COVID-19 cases using historical COVID-19 and mobility data. The project involves data fetching, migration, preprocessing, exploratory data analysis (EDA), feature engineering, data splitting, model training, and evaluation.

cmake cplusplus-17 dill googletest jupyter-notebook matplotlib pandas python3 scikit-learn scikitlearn-machine-learning seaborn-python sqlite

Last synced: 09 Nov 2024

https://github.com/fabianacampanari/iris-dataanalysis-seaborn-

🌸 The provided code snippet is a Python script that uses matplotlib to plot the numerical and exact derivatives of a function f4 over a range of values. The script generates a sequence of values x from -5 to 5, calculates the derivatives using two different methods, and then plots the results for comparison.

iris-dataset jupyter-notebook machine-learning matplotlib numpy pandas pyplot python-lambda python3 scikit-learn seaborn seaborn-plots

Last synced: 19 Jan 2025

https://github.com/tsg405/applied-machine-learning-in-python

This Repo contains - Starter files, Coursework, Programming Assignments for the course --> Applied Machine Learning in Python, University of Michigan [COURSERA]

applied-machine-learning assignment classification coursera data-science fruit-dataset machine-learning matplotlib-pyplot numpy pandas python quiz regression scikit-learn scipy seaborn supervised-machine-learning university-of-michigan unsupervised-machine-learning

Last synced: 27 Nov 2024

https://github.com/houseofai/french-realestate-price-prediction

Machine Learning appliqué aux Valeurs Foncières Française

google-colab machine-learning opendata scikit-learn

Last synced: 04 Jan 2025

https://github.com/christoph/robics

Automatic detection of robust parametrizations for LDA and NMF. Compatible with scikit-learn and gensim.

gensim lda natural-language-processing nmf robust-parametrizations scikit-learn topic-modeling topic-models

Last synced: 14 Oct 2024

https://github.com/alfredfrancis/jarvis2.0

An intelligent Home automation system using Internet of Things and Machine learning

flask internet-of-things machine-learning php python raspberry-pi scikit-learn

Last synced: 15 Dec 2024

https://github.com/csinva/trees-to-networks

Bridging random forests and deep neural networks. Partial implementation of "Neural Random Forests" https://arxiv.org/abs/1604.07143

artificial-intelligence classification decision-tree decision-tree-classifier deep-learning machine-learning machinelearning neural-network neural-networks paper-implementations python pytorch random-forest scikit-learn statistics

Last synced: 08 Feb 2025

https://github.com/pavanvaranasi02/virtual-air-writing-and-mouse

Introducing an innovative virtual air mouse system for seamless computer interaction. Users control devices with hand gestures, while advanced features include air writing, text-to-speech, and easy text saving. Our project enhances usability, efficiency, and the digital experience.

mediapipe opencv-python pyautogui python3 scikit-learn tensorflow

Last synced: 31 Jan 2025

https://github.com/lugq1990/automl-engine

3 lines of code for automate machine learning for classification and regression

auto-ml automl machine-learning random-forest scikit-learn xgboost

Last synced: 27 Oct 2024

https://github.com/tanaybhadula/phishing-website-detection

A web application to predicted whether a URL/Website is phishing or not by extracting its lexical features.

classification descision-tree flask machine-learning pandas phishing-detection python random-forest scikit-learn stacking-classifier svm-classifier xgboost

Last synced: 23 Jan 2025

https://github.com/zehuichen123/ml_algorithm

Codes for book <Machine Learning Algorithm>

machine-learning scikit-learn

Last synced: 16 Jan 2025

https://github.com/karenwky/predictive_modeling_hong_kong_horse_racing

predict the winning horse with supervised machine learning models (lucky to have 100% accuracy on small test data)

joblib knn-classifier lightgbm-models pandas predictive-modeling scikit-learn

Last synced: 03 Feb 2025

https://github.com/ejw-data/ml-myopia

A variety of machine learning techniques used to identify nearsighted patients

cross-validation gridsearchcv imbalanced-classification kmeans knn machine-learning pca pipeline python random-forest scikit-learn svc tensorflow tsne

Last synced: 21 Nov 2024

https://github.com/stewartpark/scikit-small-ensemble

scikit-small-ensemble is a library to make your ensemble models(Random Forest Classifier, etc) have a small memory footprint/usage.

compression ensemble-learning lz4 mmap random-forest-classifier scikit-learn

Last synced: 21 Nov 2024

https://github.com/akash-peace/face-recognition

AJ Face Recognizer project objective is to make a face recognizing model from own dataset of two faces.

facenet keras matplotlib mtcnn npz numpy opencv pickle pillow python3 sav scikit-learn

Last synced: 12 Feb 2025

https://github.com/manena/sp-sentiment-analysis

Sentiment Analysis in Python trained with Amazon Spain reviews in Spanish

jupyter-notebook machine-learning nltk nltk-library python-3-5 pyton scikit-learn sentiment-analysis

Last synced: 24 Jan 2025

https://github.com/pateash/kisanmitra-python

Python Machine learning Utility for Kisanmitra Web App

jupyter-notebook machine-learning python scikit-learn

Last synced: 21 Nov 2024

https://github.com/kohlerhector/tree-mbpo

Study Model-Based Policy Optimization by varying the model estimator classes (e.g Decision Trees vs MLP)

decision-tree mbpo mbrl mlp rl sac scikit-learn stable-baselines3

Last synced: 30 Dec 2024

https://github.com/34j/lightgbm-callbacks

A collection of LightGBM callbacks. (DART early stopping, tqdm progress bar)

dart early-stopping hacktoberfest lgbm lightgbm lightgbm-dart scikit-learn sklearn sklearn-compatible tqdm

Last synced: 22 Oct 2024

https://github.com/aianytime/recommendation_system_implementation

Complete concepts behind implementing a Recommendation System using Association Rules, Collaborative Filtering, and Matrix Factorization.

collaborative-filtering data-science machine-learning matrix-factorization python recommender-system scikit-learn

Last synced: 28 Dec 2024

https://github.com/dllllb/ml-pipelines-tutorial

SciKit-Learn vs Apache Spark pipelines

machine-learning scikit-learn spark

Last synced: 19 Jan 2025

https://github.com/greed2411/asf

Anti Spam Filter, a spam filter 🗃️ which uses a model made out of MultinomialNB algorithm 👈 from scikit-learn 🐍 to classify spam and complaints.

algorithm asf dataset joblib maintenance passes-complaints scikit-learn spam spam-filter vit-university

Last synced: 18 Jan 2025

https://github.com/erp12/sklearn-symbolic-regression

Stack based symbolic regression using Scikit-learn estimator base classes.

genetic-programming python scikit-learn sklearn symbolic-regression

Last synced: 14 Jan 2025

https://github.com/armanx200/income-predictor

🔍✨ A machine learning project that predicts income based on various demographic factors using Random Forest and Gradient Boosting algorithms. Includes data preprocessing, hyperparameter tuning, and model evaluation with detailed performance metrics. 📊🤖

arman-kianian classification data-preprocessing data-science gradient-boosting hyperparameter-tuning income-prediction machine-learning python random-forest scikit-learn

Last synced: 24 Jan 2025

https://github.com/sayakpaul/floydhub-k_means-blog

Contains the Jupyter Notebook made for a FloydHub article on K-Means

numpy pandas scikit-learn yellowbricks

Last synced: 13 Jan 2025

https://github.com/sayakpaul/bentoml-explorations

Contains my experiments made with the mighty library BentoML

bentoml python rest-api scikit-learn tensorflow zomato

Last synced: 13 Jan 2025

https://github.com/jbeno/datawaza

Data science tools for exploration, visualization, and model iteration.

data-science dataviz machine-learning matplotlib pandas scikit-learn seaborn

Last synced: 09 Feb 2025

https://github.com/vopaaz/learning-utility

Assist small-scale machine learning.

data-science machine-learning pandas python3 scikit-learn

Last synced: 13 Oct 2024

https://github.com/oneapi-src/purchase-prediction

AI Starter Kit for Purchase Prediction model using Intel® Extension for Scikit-learn*

machine-learning scikit-learn

Last synced: 05 Nov 2024

https://github.com/kingabzpro/github-actions-for-machine-learning-beginners

A project on automating ML workflow using scikit-learn pipelines, CML, and GitHub actions.

cml github-actions machine-learning mlops scikit-learn

Last synced: 17 Jan 2025

https://github.com/yinleon/s3

s3 helpers for reading files to/from pandas dataframes, moving files between buckets, and persisting scikit-learn classifiers.. all in s3.

pandas-dataframe s3 scikit-learn

Last synced: 11 Oct 2024

https://github.com/oneapi-src/customer-segmentation

AI Starter Kit for Customer Segmentation for Online Retail using Intel® Extension for Scikit-learn*

machine-learning scikit-learn

Last synced: 05 Nov 2024

https://github.com/ansh-info/incognito

Inspired by Google's Foobar challenge. It automates secretive candidate selection based on online activity, provides timed coding challenges, and allows hiring managers to evaluate submissions

api docker docker-compose javascript jupyter-notebook kmeans leetcode logistic-regression machine-learning machinelearning mysql python3 react reactjs scikit-learn selection-algorithms supervised-learning webdevelopment

Last synced: 30 Nov 2024

https://github.com/oneapi-src/powerline-fault-detection

AI Starter Kit for detect faulty signals in power line voltage using Intel® Extension for Scikit-learn*

machine-learning scikit-learn

Last synced: 05 Nov 2024

https://github.com/aayushker/devfoolio

Uncover originality, empower authenticity

django-rest-framework keybert nextjs nltk plagiarism-detection scikit-learn

Last synced: 23 Nov 2024

https://github.com/joaoassalim/class-by-description-classifier-with-nlp

Enhancing Item Classification through Natural Language Processing: Leveraging Text Descriptions for Precise Categorization

bert fine-tuning nlp nlp-machine-learning scikit-learn sklearn tensorflow

Last synced: 03 Jan 2025

https://github.com/adityajn105/kagglesolvedproblem

Data Science problem on Kaggle Solved by me. Keep improving Accuracy.

kaggle kaggle-competition numpy pandas python scikit-learn tensorflow

Last synced: 15 Nov 2024

https://github.com/analitico-771/vc_funding_predictor

This is a machine learning model that predicts whether applicants will be successful if funded by a Venture Capital Firm

machine-learning predictive-modeling python scikit-learn tensorflow venture-capital

Last synced: 03 Jan 2025

https://github.com/hamidurrk/ground-station

Visualization and analysis tool to analyze signal strength data to identify areas with poor network coverage

machine-learning mean-shift network-analysis robotics scikit-learn

Last synced: 02 Feb 2025

https://github.com/ahmedshahriar/telco-customer-churn-prediction-streamlit-app

This streamlit app predicts the churn rate using Gradient Boosting models (XGBoost, Catboost, LightGBM) on IBM Customer Churn Dataset

binary-classification binary-classifiers data-science jupyter-notebook machine-learning pandas python scikit-learn sklearn stacking-ensemble streamlit streamlit-webapp

Last synced: 17 Jan 2025

https://github.com/gxuravkumar911/tubedigest

Demonstrating expertise in Python and Django, TubeDigest is a robust web application that leverages NLTK and YouTube API for AI-powered video summarization.

artificial-intelligence django machine-learning natural-language-processing nltk python scikit-learn text-analysis tf-idf web-development

Last synced: 09 Feb 2025

https://github.com/alvertogit/datascience

Data Science AI Artificial Intelligence Machine Deep Learning Classification Regression Python Keras TensorFlow TensorFlow2 TPOT XGBoost Matplotlib NumPy Pandas scikit-learn Folium Seaborn Jupyter Lab Notebook

artificial-intelligence data-science deep-learning jupyter-lab jupyter-notebook keras machine-learning matplotlib pandas python scikit-learn tensorflow tensorflow2

Last synced: 23 Nov 2024

https://github.com/namratha2301/intrusiondetection

Intrustion Detection Models based on Internet Traffic Data obtained from the NSL-KDD Dataset

decisiontree gradient-boosting intrusion-detection mlp-classifier naive-bayes-classifier nsl-kdd randomforest scikit-learn

Last synced: 28 Jan 2025

https://github.com/boemer00/netflix

We’re helping Netflix decide what content their users enjoy. By modelling a relationship between features and user scores we can predict how well-received new content will be, before spending on licences-- reducing the risk of buying dud content.

data-engineering machine-learning netflix pipelines python regression scikit-learn

Last synced: 22 Jan 2025

https://github.com/zacheddy/issuelabeler

Automatically label issues on GitHub repositories with machine learnin' (demo available)

classifier machine-learning python scikit-learn

Last synced: 27 Jan 2025

https://github.com/magnusax/automl

The project aims to develop a customized ML framework on top of existing libraries

data-science machine-learning machine-learning-algorithms machine-learning-library python scikit-learn

Last synced: 12 Feb 2025

https://github.com/bhattbhavesh91/selectkbest-from-scratch

Implementing SelectKBest from Scratch for a Regression problem

feature-selection regression scikit-learn selectkbest

Last synced: 16 Nov 2024

https://github.com/subhangisati/identification-of-gemstone-using-mobilenetv2-and-transfer-learning

The project focuses on Identification of various Gemstone. The dataset consists of 87 classes.It shows the whole progress and model used to achieve final accuracy. You will gain knowledge of Computer Vision, The model used are CNN(Convolutional Neural Network), MobileNetV2 and VGGNet,The final model used was transfer learning with model MobileNetV2

artificial-intelligence classification computer-vision convolutional-neural-networks cv2-library data-science deep-learning deep-neural-networks keras-neural-networks keras-tensorflow machine-learning multiclass-image-classification numpy-library pandas-dataframe python scikit-learn seaborn-python tensorflow

Last synced: 01 Jan 2025

https://github.com/superbderrick/creditratingprediction

A simple data prediction system that evaluates creditRating with a little bit data

scikit-learn tensorflow

Last synced: 24 Dec 2024

https://github.com/alexandregazagnes/scikit-res

Very Basic package to store results of ML models Grid search results are hard to exploit. This package aims to store them in a more convenient way.

data machine-learning mlops mlops-workflow results scikit-learn

Last synced: 21 Dec 2024

https://github.com/markdouthwaite/lingo

A package for quickly deploying Scikit-Learn Linear Models in Go.

golang linear-models machine-learning scikit-learn

Last synced: 22 Jan 2025

https://github.com/spags093/spotify_song_data

Part 1: Analysis of Spotify song data that uses Machine Learning to determine what features make a "hit" song on Spotify.

machine-learning matplotlib music pandas python scikit-learn seaborn shap spotify spotify-api tensorflow

Last synced: 03 Nov 2024

https://github.com/thomasthaddeus/dataanalysistoolkit

DataAnalysisToolkit is a Python-based data analysis tool designed to streamline various data analysis tasks. It provides the ability to load data from CSV files, perform statistical calculations, detect outliers, clean data, and visualize data.

data-science matplotlib python python-script python3 scikit-learn

Last synced: 30 Oct 2024

https://github.com/kingabzpro/water-quality-app

Building an Water Quality Classifier Application with o1-preview Model

chatgpt docker huggingface o1-preview scikit-learn

Last synced: 22 Jan 2025

https://github.com/sn1027/hand-gesture-recognition-using-machine-learning-and-mediapipe

This Hand gesture recognition project using mediapipe is developed to recognize various hand gestures. The user can custom train any number of various hand gestures to train a model.

computer-vision customization custommodels handgesture-recognition machine-learning mediapipe modeltraining scikit-learn scikitlearn-machine-learning

Last synced: 23 Jan 2025

https://github.com/rutujar/scikit-learn

Scikit learn is applied for Androsensor (available in google play store) datasets and iris data sets.

jupyter-notebook linear-regression machine-learning python scikit-learn svm

Last synced: 22 Nov 2024

https://github.com/anaconda/intel-green-ai

Code and Experimental Package attached to the article "Greener Machine Learning Computing with Intel AI Acceleration"

anaconda anaconda-environment green-ai machine-learning machine-learning-benchmarks scikit-learn scikit-learn-benchmarks

Last synced: 21 Jan 2025

https://github.com/upul/kaggle_titanic

Easy to follow introduction to Machine Learning using Scikit-Learn, Pandas and Python

kaggle machine-learning scikit-learn

Last synced: 19 Jan 2025

https://github.com/wwunlp/sner

𒈬 Sumerian Named Entity Recognition

machine-learning ner nlp python scikit-learn

Last synced: 10 Feb 2025

https://github.com/rickiepark/sklearn-tutorial

사이킷런 정주행 튜토리얼

machine-learning python scikit-learn

Last synced: 21 Dec 2024

https://github.com/ksalama/gcp-ml-serving

Examples of how to serve ML models on GCP

app-engine dataflow kubernetes machine-learning scikit-learn tensorflow

Last synced: 04 Dec 2024

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/owenodriscoll/automl

Python package for automated hyperparameter-optimization of common machine-learning algorithms

automl catboost classification hyperparameter-optimization lightgbm machine-learning optuna regression scikit-learn xgboost

Last synced: 27 Oct 2024

https://github.com/mindful-ai-assistants/credit-card-prediction

💳 This repository focuses on building a predictive model to assess the likelihood of credit card defaults. The project includes data analysis, feature engineering, and machine learning to provide accurate default predictions.

artificial-intelligence data-analysis data-science jupyter logistic-regression machine-learning predictive-modeling python3 scikit-learn

Last synced: 09 Dec 2024

https://github.com/an-exodus/dubai-real-estate-price-prediction-ml

This repository contains a comparative analysis of machine learning algorithms to predict real estate prices in Dubai. Using data from Bayut, we evaluate Decision Tree, Linear Regression, Random Forest, and Gradient Boosting models based on their predictive accuracy.

decision-tree gradient-boosting linear-regression machine-learning random-forest scikit-learn

Last synced: 13 Feb 2025

https://github.com/prithivsakthiur/data-board

Data Boards - Visualization of various plots ( Analysis )

data-analysis gradio huggingface keras mathplotlib pandas plots pyplot scikit-learn seaborn spaces

Last synced: 13 Feb 2025

https://github.com/cyberfantics/bitcoin-price-prediction

A deep learning-based web app for predicting future Bitcoin prices using historical data. Users can interactively select prediction days and view recent price data in real-time.

artificial-intelligence artificial-neural-networks bitcoin deep-learning machine-learning neural-network prediction-model scikit-learn tensorflow

Last synced: 02 Nov 2024

https://github.com/shreyansh055/dynamic_pricing_strategy_055

Dynamic Pricing Strategy Project: This project utilizes machine learning algorithms in Python to optimize ride-sharing prices through real-time demand and supply analysis. By leveraging historical Uber data, it dynamically adjusts prices to maximize revenue and improve customer satisfaction.

machine-learning numpy pandas python scikit-learn

Last synced: 14 Nov 2024

scikit-learn Awesome Lists
awesome-python-data-science 379 awesome-deepnote 41
scikit-learn Categories
Other Awesome Lists 68 General 31 Deep Learning 11 Data Manipulation 8 Machine Learning 7 Visualization 6 Deployment 6 Model Explanation 5 Probabilistic Methods 5 Optimization 4 Reinforcement Learning 4 Computations 4 Time Series 3 Natural Language Processing 3 Web Scraping 3 Experimentation 2 Distributed Computing 2 Computer Vision 2 Feature Engineering 2 Automated Machine Learning 2