100-Days-Of-ML-Code中文版
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Apr 6, 2022 - Jupyter Notebook
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unsupervised-learning
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VIP cheatsheets for Stanford's CS 229 Machine Learning
data-science machine-learning deep-learning cheatsheet supervised-learning unsupervised-learning cs229 ml-cheatsheet
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May 20, 2020
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
machine-learning deep-learning paper survey style-transfer theory transfer-learning papers representation-learning unsupervised-learning tutorial-code domain-adaptation generalization transferlearning meta-learning few-shot few-shot-learning self-supervised-learning domain-generalization domain-adaption
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Feb 18, 2025 - Python
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
machine-learning reinforcement-learning ai deep-learning neural-network statistical-learning artificial-intelligence unsupervised-learning intelligent-systems machine-intelligence intelligent-machines
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Aug 12, 2025
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
python data-science machine-learning data-mining deep-learning python3 neural-networks outliers autoencoder data-analysis outlier-detection anomaly unsupervised-learning fraud-detection anomaly-detection outlier-ensembles novelty-detection out-of-distribution-detection
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Jul 14, 2025 - Python
Anomaly detection related books, papers, videos, and toolboxes
machine-learning data-mining awesome awesome-list outlier-detection unsupervised-learning fraud-detection time-series-analysis anomaly-detection fraud outlier outlier-ensembles graph-neural-networks
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Apr 24, 2025 - Python
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
python machine-learning deep-learning neural-network solutions mooc tensorflow linear-regression coursera recommendation-system logistic-regression decision-trees unsupervised-learning andrew-ng supervised-machine-learning unsupervised-machine-learning coursera-assignment coursera-specialization andrew-ng-machine-learning
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Sep 29, 2024 - Jupyter Notebook
A library of extension and helper modules for Python's data analysis and machine learning libraries.
python data-science machine-learning data-mining supervised-learning unsupervised-learning association-rules
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Jun 19, 2025 - Python
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
unsupervised-learning anomaly-detection neural-network-compression openvino anomaly-segmentation anomaly-localization geti
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Sep 2, 2025 - Python
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
computer-vision representation-learning unsupervised-learning self-supervised-learning simclr contrastive-learning simclrv2
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May 22, 2023 - Jupyter Notebook
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
pytorch unsupervised-learning mae moco self-supervised-learning simclr beit simsiam masked-image-modeling
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Jun 25, 2023 - Python
Unsupervised Learning for Image Registration
machine-learning deep-learning diffeomorphism optical-flow unsupervised-learning probabilistic image-registration image-alignment
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Aug 25, 2025 - Python
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
machine-learning deep-learning pytorch representation-learning unsupervised-learning contrastive-loss torchvision pytorch-implementation simclr
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Mar 4, 2024 - Jupyter Notebook
Algorithms for outlier, adversarial and drift detection
time-series text images detection tabular-data semi-supervised-learning anomaly unsupervised-learning adversarial concept-drift outlier drift-detection data-drift
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Jun 4, 2025 - Jupyter Notebook
A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
learning robotics natural-language agi learning-algorithm unsupervised-learning robot-controller unsupervised-learning-algorithms natural-language-inference natural-language-understanding unsupervised-machine-learning
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Aug 26, 2025 - Scheme
A curated list of community detection research papers with implementations.
data-science machine-learning deep-learning social-network clustering community-detection network-science deepwalk matrix-factorization networkx dimensionality-reduction factorization network-analysis unsupervised-learning igraph embedding graph-clustering node2vec network-clustering bigclam
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Mar 16, 2024 - Python
A curated list of pretrained sentence and word embedding models
nlp awesome natural-language word-embeddings awesome-list pretrained-models unsupervised-learning embedding-models language-model bert cross-lingual wordembedding sentence-embeddings pretrained-embedding sentence-representations contextualized-representation pretrained-language-model subword-models
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Apr 23, 2021 - Python
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
machine-learning sklearn community-detection network-science deepwalk networkx supervised-learning louvain unsupervised-learning network-embedding scikit label-propagation gcn graph-clustering node2vec networkx-graph graph-embedding graph2vec node-embedding 2vec
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Jul 17, 2024 - Python
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
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Oct 26, 2021 - Jupyter Notebook
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
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Aug 25, 2023
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