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Top 23 Python unsupervised-learning Projects
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transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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Judoscale
Save 47% on cloud hosting with autoscaling that just works. Judoscale integrates with Django, FastAPI, Celery, and RQ to make autoscaling easy and reliable. Save big, and say goodbye to request timeouts and backed-up task queues.
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pyod
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
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anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Project mention: Computer Vision Meetup: Anomaly Detection with Anomalib and FiftyOne | dev.to | 2024-05-10In this brief walkthrough, I will illustrate how to leverage open-source FiftyOne and Anomalib to build deployment-ready anomaly detection models. First, we will load and visualize the MVTec AD dataset in the FiftyOne App. Next, we will use Albumentations to test out augmentation techniques. We will then train an anomaly detection model with Anomalib and evaluate the model with FiftyOne.
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awesome-community-detection
A curated list of community detection research papers with implementations.
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karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
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InfluxDB
InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.
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Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
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similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
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corex_topic
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
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MonoRec
Official implementation of the paper: MonoRec: Semi-Supervised Dense Reconstruction in Dynamic Environments from a Single Moving Camera (CVPR 2021)
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Lifting-from-the-Deep-release
Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"
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Unsupervised-Semantic-Segmentation
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
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DETReg
Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".
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SeaLion
The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
Python unsupervised-learning discussion
Python unsupervised-learning related posts
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Open source laser microphone picks up laptop keystrokes
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Computer Vision Meetup: Anomaly Detection with Anomalib and FiftyOne
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Anomalib: Anomaly detection library comprising cutting-edge algorithms
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Defect Detection using Computer Vision
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Crooks’ Mistaken Bet on Encrypted Phones
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ELI5 hardware keylogging
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[D] Distributions to represent an Image Dataset
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A note from our sponsor - CodeRabbit
coderabbit.ai | 29 Apr 2025
Index
What are some of the best open-source unsupervised-learning projects in Python? This list will help you:
# | Project | Stars |
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1 | transferlearning | 13,868 |
2 | pyod | 9,144 |
3 | anomaly-detection-resources | 8,688 |
4 | anomalib | 4,232 |
5 | mmselfsup | 3,237 |
6 | awesome-community-detection | 2,356 |
7 | karateclub | 2,220 |
8 | minisom | 1,503 |
9 | Unsupervised-Classification | 1,418 |
10 | HyperGAN | 1,191 |
11 | autovc | 1,054 |
12 | similarity | 1,020 |
13 | ADBench | 933 |
14 | disentangling-vae | 805 |
15 | corex_topic | 631 |
16 | MonoRec | 594 |
17 | TranAD | 573 |
18 | Lifting-from-the-Deep-release | 450 |
19 | Unsupervised-Semantic-Segmentation | 410 |
20 | TS-TCC | 406 |
21 | DETReg | 335 |
22 | SeaLion | 335 |
23 | MAGIC | 257 |