Python supervised-learning

Open-source Python projects categorized as supervised-learning
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Topics: #Machine Learning #Python #Deep Learning #Pytorch #Computer Vision
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Top 16 Python supervised-learning Projects

  • karateclub

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

    Project mention: Embedding attributed graphs | /r/MLQuestions | 2023-02-05

    Check out Karate Club (https://github.com/benedekrozemberczki/karateclub) . It has implementations for many attributed node embedding algorithms.

  • lightning-bolts

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

    Project mention: Question about implementing RL algorithms | /r/reinforcementlearning | 2022-11-19

    In the lightning-bolts repository, they implement the different RL algorithms, such as PPO and DQN, as different models. Would it make more sense to have the different algorithms be the Trainer instead? Inside each of the implementations, the model creates the same neural network with different training steps.

  • Sonar

    Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  • uis-rnn

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

    Project mention: [D] Is there a way to distinguish different human voices from 1 audio file ? | /r/MachineLearning | 2022-10-03

    Looks like you can get an put of the box here: https://github.com/google/uis-rnn

  • refinery

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

    Project mention: [P] We are building a curated list of open source tooling for data-centric AI workflows, looking for contributions. | /r/MachineLearning | 2023-03-03

    You definitely forgot https://www.kern.ai/ :)

  • ADBench

    Official Implement of "ADBench: Anomaly Detection Benchmark".

    Project mention: ADBench: Anomaly Detection Benchmark | news.ycombinator.com | 2022-06-30

  • hover

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

  • mini-AlphaStar

    (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.

  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  • HugNLP

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

    Project mention: HugNLP: A Unified and Comprehensive Library for Natural Language Processing | news.ycombinator.com | 2023-04-13

  • zoofs

    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.

  • subwAI

    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

  • susi

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

  • robo-vln

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

  • hope-autonomous-driving

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

  • Point-Processes

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

  • mss-thesis

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

  • deodel

    A mixed attributes classifier algorithm implemented in Python.

    Project mention: Easy Machine Learning Dataset Evaluation Tool (Update) | /r/Python | 2023-06-01

  • SaaSHub

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

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-06-01.

Python supervised-learning related posts

Index

What are some of the best open-source supervised-learning projects in Python? This list will help you:

Project Stars
1 karateclub 1,908
2 lightning-bolts 1,543
3 uis-rnn 1,462
4 refinery 1,221
5 ADBench 572
6 hover 299
7 mini-AlphaStar 239
8 HugNLP 216
9 zoofs 189
10 subwAI 92
11 susi 90
12 robo-vln 55
13 hope-autonomous-driving 45
14 Point-Processes 26
15 mss-thesis 8
16 deodel 1

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