Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with automl
A curated list of projects in awesome lists tagged with automl .
https://github.com/autonn/autonn
A No-Code/ automated Machine Learning Framework
automl autonn deep-learning keras machine-learning no-code-framework no-code-machine-learning no-codeml python python3 pytorch tensorflow
Last synced: 15 Oct 2024
https://github.com/d-kleine/az_ml-engineering
ML Engineering with MS Azure
automl azure hyperdrive ml-engineering mlops
Last synced: 23 Jan 2025
https://github.com/kmohamedalie/automl-pycaret
AutoML
automl classification clustering pycaret regression
Last synced: 02 Jan 2025
https://github.com/soumyadipta2020/time_series_forecast
Time Series Forecasting RShiny dashboard
arch arima automl data-science ets forecasting garch lstm modelling r rshiny rshiny-dashboard rshinyapp rshinydashboard sarima statistical-models
Last synced: 21 Jan 2025
https://github.com/kingabzpro/ml-pipeline-disaster-tweets
Design your first machine learning pipeline using simple steps on Orchest cloud.
automl ensemble-learning hacktoberfest hacktoberfest2021 machine-learning orchest pipeline
Last synced: 17 Jan 2025
https://github.com/gradsflow/gflow
automl codeless deep-learning machine-learning python
Last synced: 12 Jan 2025
https://github.com/sammybams/payment-fraud-detection-azure-automl
Online Payment/Transaction Fraud detection model built with Azure AutoML
automl azure azure-app-service fraud-detection machine-learning python streamlit
Last synced: 02 Jan 2025
https://github.com/zackakil/junk-food-robot
Raspberry Pi and Google AutoML Vision to build a robot that swipes away junk food from your desk.
automl google-cloud-platform iot machine-learning machine-vision raspberry-pi
Last synced: 12 Jan 2025
https://github.com/mohd-faizy/hyperparameter-tuning-with-microsoft-network-intelligence-toolkit-nni
Hyperparameter Tuning with Microsoft NNI to automated machine learning (AutoML) experiments. The tool dispatches and runs trial jobs generated by tuning algorithms to search the best neural architecture and/or hyper-parameters in different environments like local machine, remote servers and cloud.
automl feature-engineering hyperparameter-optimization hyperparameter-tuning microsoft-nni model-compression neural-architecture-search neural-network-intelligence nni nnictl
Last synced: 11 Oct 2024
https://github.com/ajayborra/transmogrifai-californiahousing
TransmogrifAI code generation example
automl code-generation transmogrifai
Last synced: 08 Nov 2024
https://github.com/kalifou/fitness_landscape_analysis_nas
Fitness Landscape Analysis for NAS
automl evolutionary-computation fitness-landscape-analysis neural-architecture-search searching-algorithms
Last synced: 13 Jan 2025
https://github.com/michelmf/azure-ml
Azure Machine Learning Nanodegree codes and projects
automl azure azure-pipelines machine-learning studio
Last synced: 31 Jan 2025
https://github.com/blurred-machine/shrinkit
Shrinkit is a powerful GUI-based Python library designed for automating machine learning tasks. With its intuitive interface, Shrinkit simplifies the process of building, training, and evaluating machine learning models, making it accessible to users of all skill levels. Shrinkit is a No-code package which can be used as a GUI.
ai automl automl-algorithms automl-pipeline data-science gui gui-application machine-learning ml quickstart streamlit streamlit-webapp training visualization
Last synced: 08 Dec 2024
https://github.com/aleximb/automl-streams-research-paper
AutoML Techniques for Data Streams - Research Paper
Last synced: 28 Dec 2024
https://github.com/kotlarmilos/meta-features-anomaly-detection
Set of meta-features for model selection in anomaly detection tasks based on domain-specific properties
anomaly-detection automl machine-learning meta-features
Last synced: 05 Jan 2025
https://github.com/jmaczan/csv-to-ml
🧌 Upload a CSV file and get an ML model
autodl automated-machine-learning automl chatgpt csv machine-learning ml nextjs openai-api tabular-data
Last synced: 27 Dec 2024
https://github.com/jesussantana/supervised-classification
Let’s practice and become familiar with classification algorithms.
automl automl-algorithms classification-algorithms classification-models classification-trees knn-classifier lazzyclassifier logistic-regression python support-vector-machine xgboost
Last synced: 11 Jan 2025
https://github.com/eva-kaushik/automl
AutoML
automl automl-algorithms automl-pipeline
Last synced: 22 Dec 2024
https://github.com/nicomignoni/tiresia
Tiny sklearn-based AutoML tool.
automl data-science machine-learning sklearn
Last synced: 21 Dec 2024
https://github.com/bhattbhavesh91/hyperopt-sklearn-demo
Hyper-parameter optimization for sklearn
automl hyperopt-sklearn hyperparameter-tuning sklearn
Last synced: 17 Jan 2025
https://github.com/tkp-archive/crowdsource
A streaming competition engine
automl competitive-programming cryptocurrency python
Last synced: 08 Nov 2024
https://github.com/jbris/python_data_profiler_comparison
Comparison between several Python data profile libraries.
automl deepchecks evidently evidentlyai reporting reporting-tool scikit-learn scklearn why ydata ydata-profiling
Last synced: 12 Jan 2025
https://github.com/hchiam/learning-automl
Learning AutoML
ai automl google-cloud-platform google-cloud-storage machine-learning ml vertex-ai
Last synced: 29 Jan 2025
https://github.com/ruferdz/medical-x
US Insurance cost predicting linear regression model. Mainly used to learn about Machine Learning tools in Amazon Web Services (AWS)
automl aws aws-athena aws-glue aws-quicksight aws-sagemaker etl linear-regression
Last synced: 20 Jan 2025
https://github.com/alessandropierro/automl-lava-tutorial
Tutorial on neuromorphic computing with Lava, hosted at the AutoML Fall School 2023
automl deep-learning mathematical-optimization neuromorphic-computing python
Last synced: 15 Jan 2025
https://github.com/sumny/eagga
Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models
automl hpo hyperparameter-optimization hyperparameter-tuning interpretable-machine-learning machine-learning multi-objective multiobjective optimization r r-package tabular-data tuning xai xgboost
Last synced: 22 Dec 2024
https://github.com/valinsogna/automlp-ga
Automates the optimization of Multi-Layer Perceptrons using Genetic Algorithms in PyTorch for classification on MNIST dataset
automl genetic-algorithm mlp-classifier mnist-classification tuning
Last synced: 22 Jan 2025
https://github.com/teja-1403/forage-standard-bank-data-science
This repository contains solutions to the 4 different tasks that must be performed during the Data Science virtual internship provided by Standard Bank via Forage.
automl communication-skills data-analysis data-science machine-learning python sql
Last synced: 30 Dec 2024
https://github.com/zackakil/6-oclock-helmet
A multi-use helmet that tells you what is behind you using machine learning. This is a continuation of the TPU bike project.
arduino automl computer-vision cycling edge-tpu electronics google-cloud machine-learning raspberry-pi tpu
Last synced: 12 Jan 2025
https://github.com/jason2brownlee/awesome-automl-books
Awesome AutoML Books: Curated list of books on Automated Machine Learning
automated-machine-learning automl awesome-list books machine-learning
Last synced: 31 Dec 2024
https://github.com/akai01/micecon
Microeconometric analysis of social housing in Austria.
automl bayesian-optimization boosting-algorithms microeconometrics r
Last synced: 24 Dec 2024
https://github.com/asma-hachaichi/automl-builder
AutoML-Builder is an API that automates the generation of machine learning models for regression or classification tasks from provided datasets.
asyncio automl fastapi h2o h2o-automl ngrok queue-tasks streamlit uvicorn
Last synced: 13 Dec 2024
https://github.com/mpolinowski/automl-gluon-tabular-data
AutoML with AutoGluon
autogluon automl classification nlp regression timeseries-forecasting
Last synced: 28 Jan 2025
https://github.com/trilokida/vertex-ai
This repo explore the vertex ai component
api artifact-registry auto-ml automl deployment docker docker-compose endpoint flask flaskapi machine-learning model-registry python vertex vertex-ai vertexai workbench
Last synced: 17 Jan 2025
https://github.com/amrrs/automl-kaggle-survey-2019
Carving out the AutoML niche from Kaggle Survey
2019 automl developer-survey kaggle r rstats
Last synced: 15 Jan 2025
https://github.com/arnabd64/automl-fastapi
A web app powered by FLAML automates Machine Learning tasks efficiently, simplifies data prep, and runs smoothly on standard laptops, enabling secure, cost-effective model creation.
automl fastapi machine-learning python
Last synced: 14 Nov 2024
https://github.com/jagadishmali567/standard-bank-data-science-virtual-experience-programme
This repository has all of the assignments I had to do for the Standard Bank Data Science Virtual Experience Program. 📉👨💻📊📈
automl business-analysis business-solutions client-communication data-analysis data-mining data-science data-visualization machine-learning machine-learning-algorithms matplotlib-pyplot model-evaluation model-interpretation power-point presentation-slides programming-language python3 seaborn sql statical-analysis
Last synced: 18 Dec 2024
https://github.com/daekeun-ml/autogluon-objdetect-with-sagemaker-example
This is an example of low-code AutoML using AutoGluon to perform object detection quickly and easily.
autogluon automl object-detection
Last synced: 29 Jan 2025
https://github.com/farrajota/automl_toolbox
Toolbox for building automatic Data Science solutions
automatic automl data-science machine-learning python3 toolbox
Last synced: 18 Jan 2025
https://github.com/goamegah/ml4roadsecurity
Hackathon24 Implémentation AutoML
automl deeplearning machinelearning python roadaccident
Last synced: 08 Jan 2025
https://github.com/mhmudfzli/loan-approval-prediction
This project demonstrates a comprehensive approach to solving a regression problem using various machine learning models. The notebook includes: Data Preprocessing, Exploratory Data Analysis (EDA), Model Training, Hyperparameter Tuning, Model Evaluation, Feature Importance
automl catboost numpy pandas python scikit-learn seaborn
Last synced: 25 Jan 2025
https://github.com/jahnvisahni31/predict_bike_sharing_demand
This project leverages AutoGluon in AWS SageMaker Studio to predict bike sharing demand, automating model training and tuning for accurate forecasting.
autogluon automl aws bikesharing datascience jupyternotebook jupyternotebooks machinelearning predictiveanalytics sagemaker
Last synced: 14 Jan 2025
https://github.com/akapich/clustermatic
Python AutoML library for clustering tasks
automl clustering machine-learning scikit-learn
Last synced: 28 Dec 2024
https://github.com/pawlo77/autoprep
Automatic ML library for enhanced data preprocessing and explainability
automl data-science maschine-learning pipeline python
Last synced: 25 Jan 2025
https://github.com/subhashpolisetti/eda-timeseries-tabular
This repository contains two machine learning projects: Air Quality Prediction, which predicts CO(GT) levels using environmental and pollutant data with AutoML, and NYC Taxi Fare Prediction, predicts taxi fares based on trip data using automated machine learning. Both projects showcase data analysis,preprocessing, and predictive modeling techniques
automl eda tabular-data time-series
Last synced: 31 Jan 2025
https://github.com/aleximb/automl-experiments
🔬AutoML experiments for research and benchmarking purposes
automl automl-experiments docker jupyter kafka
Last synced: 28 Dec 2024
https://github.com/srineogi/automl-classifier
Contains Classifiers from various AutoML libraries such as TPOT & AutoGluon.
autogluon automated-machine-learning automl binary-classification classification prediction tpot tpot-classifier
Last synced: 06 Jan 2025
https://github.com/2003harsh/automl
"🚀 Build ML models effortlessly! Our user-friendly platform empowers beginners with no ML background. Features include drag-and-drop functionality, pre-built templates, AutoML, and visual model representation. Learn, create, and deploy with real-time feedback. Join our supportive community! 🌐 #MachineLearning #NoCodeML"
automl machine-learning-algorithms streamlit
Last synced: 11 Jan 2025
https://github.com/japlete/pocket-ml
Browser based AutoML front end for tabular data
automl client-side-machine-learning js-app machinelearning ml-platform react tensorflowjs
Last synced: 22 Jan 2025
https://github.com/bcebere/genentech-404-challenge
6th place entry for the Genentech – 404 Challenge
automl data-imputation imputation-methods kaggle-competition tabular-data
Last synced: 14 Jan 2025
https://github.com/daekeun-ml/autogluon-imgclass-with-sagemaker-example
This is an example of low-code AutoML using AutoGluon to perform image classification quickly and easily.
autogluon automl image-classification
Last synced: 29 Jan 2025
https://github.com/maciekmalachowski/machine-learning-algorithm-comparison
🤖📖 Application that compares most known ML algorithms and generates plots and markdown files.
automl baseline catboost decision-tree extra-trees json lightgbm mljar-supervised nearest-neighbors neaural-network pandas python random-forest seaborn xgboost
Last synced: 15 Dec 2024
https://github.com/kwame-mintah/aws-automlops-serverless-deployment
Serverless framework deployment for various lambda functions to achieve MLOps level 2 within AWS.
automl aws lambda-functions machine-learning serverless serverless-framework
Last synced: 05 Dec 2024
https://github.com/tahmidefaz/auto-predict
Automatically find the optimal Machine Learning model using TPOT
automl machine-learning python tpot
Last synced: 16 Jan 2025
https://github.com/asma-hachaichi/classification-with-h2o-automl
Prediction of Academic success using the automated machine learning tool : H2O AutoML
artificial-intelligence automl classification h2o h2o-automl machine-learning
Last synced: 13 Dec 2024
https://github.com/goamegah/hackaton-accr-automl
Hackathon 2024 Challenge AutoML
automl deep-learning machine-learning
Last synced: 23 Dec 2024
https://github.com/ahammadmejbah/petrol-price-forecasting-with-lstm-arima-and-automl
Create a price forecast using the most effective model available according to your preferences. Check for any extreme values or values that are missing.
arima arima-forecasting arima-model autokeras automl data data-science data-science-projects forcasting project python
Last synced: 09 Jan 2025
https://github.com/bhattbhavesh91/lazy-predict-demo
Demo for Lazy Predict Library!
automl automl-algorithms classification demo machine-learning regression
Last synced: 17 Jan 2025
https://github.com/shimaa83/flowml-h2oautoml
automl and flowML code in degshub
automl degshub flow-ml h2o-automl
Last synced: 20 Jan 2025
