Top 16 Python supervised-learning Projects

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1. karateclub

   1 1 2,252 6.7 Python

   Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

   

2. InfluxDB

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   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. lightning-bolts

   2 3 1,755 0.0 Python

   Toolbox of models, callbacks, and datasets for AI/ML researchers.

   

4. uis-rnn

   3 3 1,583 4.3 Python

   This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

   

5. refinery

   4 21 1,469 3.6 Python

   The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

   

6. ADBench

   5 1 984 6.9 Python

   Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

   

7. mini-AlphaStar

   6 1 347 0.0 Python

   (JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.

   

8. hover

   7 1 331 0.0 Python

   :speedboat: Label data at scale. Fun and precision included. (by phurwicz)

   

9. Stream

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10. zoofs

    8 4 250 0.0 Python

    zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

    

11. HugNLP

    9 2 242 7.3 Python

    HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊 HugNLP will released to @HugAILab

    

12. subwAI

    10 5 140 0.0 Python

    Scripts for training an AI to play the endless runner Subway Surfers using a supervised machine learning approach by imitation and a convolutional neural network (CNN) for image classification

    

13. susi

    11 1 115 7.0 Python

    SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

    

14. robo-vln

    12 2 84 2.7 Python

    Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

    

15. Point-Processes

    13 2 53 0.0 Python

    This repository contains the material (datasets, code, videos, spreadsheets) related to my book Stochastic Processes and Simulations - A Machine Learning Perspective.

    

16. hope-autonomous-driving

    14 2 46 3.7 Python

    Autonomous Driving project for Euro Truck Simulator 2 Running on Real World

    

17. mss-thesis

    15 1 11 0.0 Python

    Pytorch implementation of MDensenet and sparse NMF. Made for my undergraduate thesis "Music Source Separation with Supervised Learning Methods".

    

18. deodel

    16 13 5 3.0 Python

    A mixed attributes predictive algorithm implemented in Python.

    

19. SaaSHub

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    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    

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• Robust mixed attributes classifier (machine learning)

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• [D] Open-source package to mix numerical, categorical and text features?

  1 project | /r/MachineLearning | 28 Feb 2023

• [P] Discretization: equal-width trumps equal-frequency?

  1 project | /r/MachineLearning | 22 Feb 2023
• A note from our sponsor - Stream
  getstream.io | 23 Dec 2025

  Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure. Learn more →

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