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Top 8 Jupyter Notebook unsupervised-learning Projects
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Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations (by sthalles)
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SfMLearner
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
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MachineLearningWithPython
Get started with Machine Learning with Python - An introduction with Python programming examples
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
I cannot recommend Andrew Ng's courses on Machine Learning enough. Something like this seems like it would cover everything you're looking for.
https://www.coursera.org/learn/machine-learning
I cannot speak to the author of the content of this github repo, but it appears they have completed the course and included all of the solutions here. It might let you jump right to what you're looking for.
https://github.com/greyhatguy007/Machine-Learning-Specializa...
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).
Jupyter Notebook unsupervised-learning related posts
- Positive and Negative Sampling Strategies for Representation Learning in Semantic Search
- [D] Why is random cropping necessary in SimCLR?
- [R] Deep Learning with a Small Training Batch (or Lack Thereof). Part 1
- [D] Current trends in computer vision related to unsupervised learning
- [N] Introducing Anomalib: A library for benchmarking, developing and deploying deep learning anomaly detection algorithms by Intel
- Self-Supervised Contrastive Learning model for video dataset?
- [P] Choosing a self-supervised learning framework that's easy to use
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Index
What are some of the best open-source unsupervised-learning projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
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| 1 | simclr | 3,927 |
| 2 | Machine-Learning-Specialization-Coursera | 2,680 |
| 3 | SimCLR | 2,109 |
| 4 | SfMLearner | 1,927 |
| 5 | STEGO | 683 |
| 6 | HIPT | 452 |
| 7 | MachineLearningWithPython | 144 |
| 8 | K-means-for-clustering-the-Stars-Typs | 0 |
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