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The Top 23 Machine Learning Survey Open Source Projects

Open source projects categorized as Machine Learning Survey
Categories > Machine Learning > Machine Learning
Categories > Applications > Survey
Transferlearning ⭐ 12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 3 months ago
Ml Surveys ⭐ 2,538
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
most recent commit a year ago
Abigsurvey ⭐ 1,788
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
most recent commit a year ago
Awesome Semi Supervised Learning ⭐ 1,573
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
most recent commit 8 months ago
Time Series Transformers Review ⭐ 1,519
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
most recent commit 7 months ago
Data Augmentation Review ⭐ 1,499
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
most recent commit 6 months ago
Awesome Machine Learning In Compilers ⭐ 1,239
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
most recent commit 4 months ago
Awesome Imbalanced Learning ⭐ 1,164
Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
most recent commit 6 months ago
Graph Fraud Detection Papers ⭐ 1,148
A curated list of graph-based fraud, anomaly, and outlier detection papers & resources
most recent commit 4 months ago
Graph Adversarial Learning Literature ⭐ 772
A curated list of adversarial attacks and defenses papers on graph-structured data.
most recent commit 4 months ago
Awesome Sentiment Analysis ⭐ 770
😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤
most recent commit 6 years ago
Awesome Deep Graph Clustering ⭐ 626
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
total releases 5most recent commit 3 months ago
Dataaug4nlp ⭐ 595
Collection of papers and resources for data augmentation for NLP.
most recent commit 2 years ago
Graph Adversarial Learning ⭐ 519
A curated collection of adversarial attack and defense on graph data.
most recent commit 6 months ago
Cnsurvey ⭐ 484
一份中文综述文章列表（自然语言处理&机器学习）
most recent commit a year ago
Awesome Federated Learning ⭐ 482
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
most recent commit a year ago
Bayesiandeeplearning Survey ⭐ 475
Bayesian Deep Learning: A Survey
most recent commit 4 months ago
Survey Computer Vision 2020 ⭐ 452
2020-2021年计算机视觉综述论文分方向整理
most recent commit 2 years ago
Awesome Federated Computing ⭐ 448
📚 👓 A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
most recent commit 9 months ago
Must Read Papers For Ml ⭐ 446
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
most recent commit 5 months ago
Facil ⭐ 425
Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.
most recent commit a year ago
Automated Fact Checking Resources ⭐ 303
Links to conference/journal publications in automated fact-checking (resources for the TACL22/EMNLP23 paper).
most recent commit 3 months ago
Ml4code.github.io ⭐ 283
Website for "A Survey of Machine Learning for Big Code and Naturalness"
most recent commit 3 months ago
The 2 Latest Releases In Machine Learning Survey Open Source Projects
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
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