Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
33 "mining" Awesome Lists
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science
23,885 stars
5,759 forks
814 projects
Last updated: 23 May 2024
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
awesome awesome-list data-mining deep-learning explainability interpretability large-scale-machine-learning large-scale-ml machine-learning machine-learning-operations
16,443 stars
2,181 forks
600 projects
Last updated: 28 May 2024
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome awesome-list deep-learning language machine-learning natural-language-processing nlp text-mining
15,960 stars
2,558 forks
203 projects
Last updated: 15 Apr 2024
awesome-ml-for-cybersecurity
:octocat: Machine Learning for Cyber Security
awesome-list cyber-security data-mining machine-learning
6,894 stars
1,714 forks
164 projects
Last updated: 23 May 2024
awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
anomaly-detection awesome-list data-analysis data-mining machine-learning outlier-detection temporal-data time-series
2,831 stars
446 forks
54 projects
Last updated: 22 May 2024
awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
churn classification classifier credit-card-fraud credit-card-fraud-detection credit-card-validation credit-scoring data-mining data-science deep-learning
1,557 stars
296 forks
186 projects
Last updated: 18 May 2024
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
deep-learning graph-mining graph-neural-networks graph-self-supervised-learning machine-learning pre-training pretraining self-supervised-learning
1,484 stars
164 forks
440 projects
Last updated: 22 May 2024
Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
artificial-intelligence awesome computer-vision data-mining database deep-learning efficiency federated-learning federated-learning-framework graph
1,305 stars
163 forks
1,858 projects
Last updated: 12 May 2024
awesome-AI-books
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
ai algorithms artificial-intelligence books data-mining deep-learning learning machine-learning mathematics pdf
1,182 stars
299 forks
141 projects
Last updated: 18 Dec 2023
awesome-AI-for-time-series-papers
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
anomalydetection awesome awesome-list changepoint-detection classification data-mining deep-learning forecasting machine-learning missing-data
1,037 stars
105 forks
563 projects
Last updated: 22 May 2024
graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
adversarial-attacks adversarial-machine-learning awesome-list data-mining deep-learning graph-algorithms graph-attack graph-data literature-review machine-learning
811 stars
127 forks
314 projects
Last updated: 18 May 2024
Awesome-Deep-Graph-Clustering
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
clustering data-mining data-mining-algorithms deep-clustering deep-learning gcn graph-convolutional-networks graph-embedding graph-neural-networks graphclustering
710 stars
131 forks
189 projects
Last updated: 23 May 2024
data-science-with-ruby
Practical Data Science with Ruby based tools.
awesome awesome-list data-analysis data-analytics data-mining data-science data-visualization list ruby rubydatascience
695 stars
51 forks
101 projects
Last updated: 13 May 2024
game-datasets
:video_game: A curated list of awesome game datasets, and tools to artificial intelligence in games
artificial-intelligence awesome awesome-game awesome-list data-mining database dataset game games
665 stars
44 forks
187 projects
Last updated: 19 May 2024
awesome-graph-transformer
Papers about graph transformers.
deep-learning graph-mining graph-neural-networks graph-transformer machine-learning transformer transformers
653 stars
58 forks
93 projects
Last updated: 27 May 2024
text_mining_resources
Resources for learning about Text Mining and Natural Language Processing
awesome awesome-list data-mining list machine-learning natural-language-processing nlp nlp-machine-learning sentiment-analysis text-analysis
553 stars
200 forks
528 projects
Last updated: 09 May 2024
awesome-sentiment-analysis
Repository with all what is necessary for sentiment analysis and related areas
lexicon nlp nlp-machine-learning opinion-mining sentiment-analysis sentiment-classification sentiment-classifier sentiment-lexcions sentiment-polarity text-analysis
525 stars
108 forks
98 projects
Last updated: 13 May 2024
awesome-sentiment-analysis
Reading list for Awesome Sentiment Analysis papers
aspect-based-sentiment-analysis aspect-extraction emotion-analysis emotion-detection emotion-recognition opinion-mining sentiment-analysis subjectivity-analysis
512 stars
96 forks
94 projects
Last updated: 14 Apr 2024
awesome-time-series
Resources for working with time series and sequence data
anomaly-detection database machine-learning python time-series time-series-analysis time-series-classification time-series-data-mining time-series-database time-series-forecasting
479 stars
65 forks
215 projects
Last updated: 22 May 2024
awesome-computational-social-science
A list of awesome resources for Computational Social Science
awesome-list computational-social-science network-analysis python rstats text-mining
469 stars
59 forks
294 projects
Last updated: 22 May 2024
awesome-msr
A curated repository of software engineering repository mining data sets
awesome awesome-list dataset ghtorrent mining msr
404 stars
67 forks
69 projects
Last updated: 12 May 2024
awesome-bioie
🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)
awesome awesome-list bioinformatics biomedical biomedical-data biomedical-language information-extraction medical-informatics natural-language-processing nlp
309 stars
32 forks
120 projects
Last updated: 19 May 2024
awesome-time-series-segmentation-papers
This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.
anomaly-detection awesome awesome-list change-point-detection data-mining data-science dataset deep-learning machine-learning motion-capture
295 stars
4 forks
104 projects
Last updated: 21 May 2024
awesome-hungarian-nlp
A curated list of NLP resources for Hungarian
awesome awesome-list computational-linguistics corpus corpus-linguistics dataset hungarian hungarian-language information-extraction information-retrieval
208 stars
18 forks
159 projects
Last updated: 08 May 2024
awesome-graph-ood
Papers about out-of-distribution generalization on graphs.
deep-learning graph-mining graph-neural-networks machine-learning out-of-distribution-generalization
141 stars
9 forks
73 projects
Last updated: 27 Apr 2024
awesome-AI-tutorials-surveys
A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.
ai artificial-intelligence awesome computer-vision data-mining data-science deep-learning machine-learning natural-language-processing review
111 stars
13 forks
134 projects
Last updated: 16 May 2024
awesome-python-machine-learning-resources
a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合
auto-ml awesome awesome-list cv data-analysis data-mining data-science data-visualization deep-learning fintech
104 stars
22 forks
1,884 projects
Last updated: 30 May 2024
awesome-text-summarization
Text summarization starting from scratch.
abstractive-summarization deep-learning extractive-summarization nlp papers-collection sentence-compression text-mining text-summarization
94 stars
16 forks
61 projects
Last updated: 07 Jan 2024
awesome-topic-models
✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)
author-topic-model awesome awesome-list dirichlet-multinomial dirichlet-process-mixtures dynamic-topic-modeling hierarchical-dirichlet-processes labeled-lda latent-dirichlet-allocation latent-semantic-analysis
75 stars
5 forks
238 projects
Last updated: 27 Apr 2024
awesome-blockchain
Curated List of awesome Blockchain and Crytocurrency Resources
awesome awesome-list bicoin blockchain cryptocurrencies dapp erc20 ethereum exchanges mining
70 stars
14 forks
629 projects
Last updated: 30 Mar 2024
awesome-graph-representation-learning
A curated list of awesome graph representation learning.
adversarial-learning awesome-list graph graph-convolutional-networks graph-embedding graph-mining graph-neural-networks graph-representation-learning
66 stars
5 forks
32 projects
Last updated: 05 Dec 2023
awesome-text-ml
A curated list of ML awesome frameworks & libraries for text data
awesome-list awesome-lists deep-learning machine-learning ml natural-language practical-machine-learning python text-analysis text-classification
15 stars
2 forks
35 projects
Last updated: 17 Apr 2023
awesome-data-science
Laundry List of Data Science / ML /AI resources available online
artificial-intelligence blog cnn data data-mining data-science deep-learning deep-neural-networks documentation machine-learning
15 stars
7 forks
93 projects
Last updated: 08 Apr 2024