Top tpot open source projects

Python-Machine-Learning-Fundamentals

D-Lab's 6 hour introduction to machine learning in Python. Learn how to perform classification, regression, clustering, and do model selection using scikit-learn and TPOT.

✭ 46

Jupyter Notebook machine-learning clustering scikit-learn regression classification tpot auto-ml

allie

🤖 A machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers).

Occupancy-Detection

Occupancy detection of an office room from light, temperature, humidity and CO2 measurements

✭ 18

Jupyter Notebook python machine-learning time-series occupancy-detection tpot

deep autoviml

Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.

✭ 98

python data-science machine-learning deep-learning tensorflow keras gcp automl tpot mljar mlflow autokeras tensorflow2 pycaret

ASD-ML-API

This project has 3 goals: To find out the best machine learning pipeline for predicting ASD cases using genetic algorithms, via the TPOT library. (Classification Problem) Compare the accuracy of the accuracy of the determined pipeline, with a standard Naive-Bayes classifier. Saving the classifier as an external file, and use this file in a Flask…

✭ 14

Rich Text Format Jupyter Notebook python machine-learning genetic-algorithm scikit-learn flask-api tpot

Top 5 tpot open source projects