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The Top 23 Deep Learning Survey Open Source Projects

Open source projects categorized as Deep Learning Survey
Categories > Machine Learning > Deep 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
Awesome Rl ⭐ 8,195
Reinforcement learning resources curated
most recent commit a year ago
Rspapers ⭐ 5,701
A Curated List of Must-read Papers on Recommender System.
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 7 months ago
Nlp Journey ⭐ 1,563
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
total releases 3most recent commit 5 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
Awesome Model Quantization ⭐ 1,449
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
most recent commit 3 months ago
Vlm_survey ⭐ 1,405
Vision-Language Models for Vision Tasks: A Survey
most recent commit 5 months ago
Awesome Explainable Ai ⭐ 1,208
A collection of research materials on explainable AI/ML
most recent commit 3 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
Awesome Face ⭐ 626
😎 face releated algorithm, dataset and paper
most recent commit 5 years ago
Dataaug4nlp ⭐ 595
Collection of papers and resources for data augmentation for NLP.
most recent commit 2 years ago
Awesome Text2sql ⭐ 568
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
most recent commit 3 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
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
The 2 Latest Releases In Deep Learning Survey Open Source Projects
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