دوستان برای این مقاله نیاز به نفرات ۴ و ۵ داریم
Title: Recurrent Neural Networks
Basic deficiencies: NP-complet feature order
Abstract:
The problem of time series prediction analyzes patterns in past data to predict the future. Traditional machine learning algorithms, despite achieving impressive results, require manual feature selection. Automatic feature selection along with the addition of time concept in deep recurrent networks has led to the provision of more suitable solutions. The selection of feature order in deep recurrent networks leads to the provision of different results due to the use of Back-propagation. The problem of selecting feature order is an NP-complete problem. In this research, the aim is to provide a solution to improve this problem. ....
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4:300$
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@Raminmousa
@Machine_learn
@paper4money
Title: Recurrent Neural Networks
Basic deficiencies: NP-complet feature order
Abstract:
The problem of time series prediction analyzes patterns in past data to predict the future. Traditional machine learning algorithms, despite achieving impressive results, require manual feature selection. Automatic feature selection along with the addition of time concept in deep recurrent networks has led to the provision of more suitable solutions. The selection of feature order in deep recurrent networks leads to the provision of different results due to the use of Back-propagation. The problem of selecting feature order is an NP-complete problem. In this research, the aim is to provide a solution to improve this problem. ....
Price:
4:300$
5:200$
@Raminmousa
@Machine_learn
@paper4money
❤2
🔹 Title: ObjFiller-3D: Consistent Multi-view 3D Inpainting via Video Diffusion Models
🔹 Publication Date: Published on Aug 25
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.18271
• PDF: https://arxiv.org/pdf/2508.18271
• Project Page: https://objfiller3d.github.io/
• Github: https://github.com/objfiller3d/ObjFiller-3D
@Machine_learn
🔹 Publication Date: Published on Aug 25
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.18271
• PDF: https://arxiv.org/pdf/2508.18271
• Project Page: https://objfiller3d.github.io/
• Github: https://github.com/objfiller3d/ObjFiller-3D
@Machine_learn
❤4
🔹 Title: ReportBench: Evaluating Deep Research Agents via Academic Survey Tasks
🔹 Publication Date: Published on Aug 14
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.15804
• PDF: https://arxiv.org/pdf/2508.15804
@Machine_learn
🔹 Publication Date: Published on Aug 14
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.15804
• PDF: https://arxiv.org/pdf/2508.15804
@Machine_learn
❤5
🛠️OpenAI just released new guide on how coding agents like GPT-5.1-Codex-Max plug into everyday engineering workflow
📚 Read
@Machine_learn
📚 Read
@Machine_learn
❤6⚡1
🔹 Title: Forecasting Probability Distributions of Financial Returns with Deep Neural Networks
🔹 Publication Date: Published on Aug 26
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.18921
• PDF: https://arxiv.org/pdf/2508.18921
• Github: https://github.com/jmichankow/deep_learning_probability
@Machine_learn
🔹 Publication Date: Published on Aug 26
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.18921
• PDF: https://arxiv.org/pdf/2508.18921
• Github: https://github.com/jmichankow/deep_learning_probability
@Machine_learn
❤2
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models
Read
@Machine_learn
Read
@Machine_learn
❤5
Dataset Name: Malaria Bounding Boxes
Basic Description: P. vivax (malaria) infected human blood smears
📖 FULL DATASET DESCRIPTION:
Malaria is a disease caused by Plasmodium parasites that remains a major threat in global health, affecting 200 million people and causing 400,000 deaths a year. The main species of malaria that affect humans are Plasmodium falciparum and Plasmodium vivax.
📥 DATASET DOWNLOAD INFORMATION
🔴 Dataset Size: Download dataset as zip (5 GB)
🔰 Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/kmader/malaria-bounding-boxes
📊 Additional information:
File count not found
Views: 54,400
Downloads: 4,657
@Machine_learn
Basic Description: P. vivax (malaria) infected human blood smears
📖 FULL DATASET DESCRIPTION:
Malaria is a disease caused by Plasmodium parasites that remains a major threat in global health, affecting 200 million people and causing 400,000 deaths a year. The main species of malaria that affect humans are Plasmodium falciparum and Plasmodium vivax.
📥 DATASET DOWNLOAD INFORMATION
🔴 Dataset Size: Download dataset as zip (5 GB)
🔰 Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/kmader/malaria-bounding-boxes
📊 Additional information:
File count not found
Views: 54,400
Downloads: 4,657
@Machine_learn
❤3
Dataset Name: FIFA23 OFFICIAL DATASET
Basic Description: From FIFA17 to FIFA23 statistics for each football player
📖 FULL DATASET DESCRIPTION:
The dataset contains +17k unique players and more than 60 columns, general information and all KPIs the famous videogame offers. As the esport scene keeps rising espacially on FIFA, I thought it can be useful for the community (kagglers and/or gamers)
📥 DATASET DOWNLOAD INFORMATION
🔴 Dataset Size: Download dataset as zip (14 MB)
🔰 Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/bryanb/fifa-player-stats-database
📊 Additional information:
File count not found
Views: 107,000
Downloads: 66,500
@Machine_learn
Basic Description: From FIFA17 to FIFA23 statistics for each football player
📖 FULL DATASET DESCRIPTION:
The dataset contains +17k unique players and more than 60 columns, general information and all KPIs the famous videogame offers. As the esport scene keeps rising espacially on FIFA, I thought it can be useful for the community (kagglers and/or gamers)
📥 DATASET DOWNLOAD INFORMATION
🔴 Dataset Size: Download dataset as zip (14 MB)
🔰 Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/bryanb/fifa-player-stats-database
📊 Additional information:
File count not found
Views: 107,000
Downloads: 66,500
@Machine_learn
🔥5❤2
Dataset Name: Real Life Violence Situations Dataset
Basic Description: 1000 videos containing real street fight and 1000 video from other classes
🔴 Dataset Size: Download dataset as zip (4 GB)
🔰 Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/mohamedmustafa/real-life-violence-situations-dataset
1. Real Time Violence Detection | MobileNet Bi-LSTM | Upvotes: 424
URL: https://www.kaggle.com/code/abduulrahmankhalid/real-time-violence-detection-mobilenet-bi-lstm
2. Real life violence detection using InceptionV3 | Upvotes: 395
URL: https://www.kaggle.com/code/nandinibagga/real-life-violence-detection-using-inceptionv3
3. Real Life Violence Detection / KERAS-TENSORFLOW | Upvotes: 115
URL: https://www.kaggle.com/code/brsdincer/real-life-violence-detection-keras-tensorflow
4. Video Fights Dataset | Upvotes: 24
URL: https://www.kaggle.com/datasets/shreyj1729/cctv-fights-dataset
@Machine_learn
Basic Description: 1000 videos containing real street fight and 1000 video from other classes
🔴 Dataset Size: Download dataset as zip (4 GB)
🔰 Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/mohamedmustafa/real-life-violence-situations-dataset
1. Real Time Violence Detection | MobileNet Bi-LSTM | Upvotes: 424
URL: https://www.kaggle.com/code/abduulrahmankhalid/real-time-violence-detection-mobilenet-bi-lstm
2. Real life violence detection using InceptionV3 | Upvotes: 395
URL: https://www.kaggle.com/code/nandinibagga/real-life-violence-detection-using-inceptionv3
3. Real Life Violence Detection / KERAS-TENSORFLOW | Upvotes: 115
URL: https://www.kaggle.com/code/brsdincer/real-life-violence-detection-keras-tensorflow
4. Video Fights Dataset | Upvotes: 24
URL: https://www.kaggle.com/datasets/shreyj1729/cctv-fights-dataset
@Machine_learn
❤4
🔹 Title: Forecasting Probability Distributions of Financial Returns with Deep Neural Networks
🔹 Publication Date: Published on Aug 26
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.18921
• PDF: https://arxiv.org/pdf/2508.18921
• Github: https://github.com/jmichankow/deep_learning_probability
@Machine_learn
🔹 Publication Date: Published on Aug 26
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.18921
• PDF: https://arxiv.org/pdf/2508.18921
• Github: https://github.com/jmichankow/deep_learning_probability
@Machine_learn
❤1🔥1
Dataset Name: Linked In Job Postings (2023 - 2024)
Basic Description: LinkedIn Job Postings (2023 - 2024)
📖 FULL DATASET DESCRIPTION:
Scraper Code - https://github.com/ArshKA/LinkedIn-Job-Scraper
Every day, thousands of companies and individuals turn to LinkedIn in search of talent. This dataset contains a nearly comprehensive record of 124,000+ job postings listed in 2023 and 2024. .
🔰 Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/arshkon/linkedin-job-postings
📊 Additional information:
File count not found
Views: 126,000
Downloads: 53,100
📚 RELATED NOTEBOOKS:
1. "Decoding the Job Market: An In-depth Exploration | Upvotes: 84
URL: https://www.kaggle.com/code/pratul007/decoding-the-job-market-an-in-depth-exploration
2. LinkedIn Job Postings 2023 Data Analysis | Upvotes: 58
URL: https://www.kaggle.com/code/enricofindley/linkedin-job-postings-2023-data-analysis
@Machine_learn
Basic Description: LinkedIn Job Postings (2023 - 2024)
📖 FULL DATASET DESCRIPTION:
Scraper Code - https://github.com/ArshKA/LinkedIn-Job-Scraper
Every day, thousands of companies and individuals turn to LinkedIn in search of talent. This dataset contains a nearly comprehensive record of 124,000+ job postings listed in 2023 and 2024. .
🔰 Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/arshkon/linkedin-job-postings
📊 Additional information:
File count not found
Views: 126,000
Downloads: 53,100
📚 RELATED NOTEBOOKS:
1. "Decoding the Job Market: An In-depth Exploration | Upvotes: 84
URL: https://www.kaggle.com/code/pratul007/decoding-the-job-market-an-in-depth-exploration
2. LinkedIn Job Postings 2023 Data Analysis | Upvotes: 58
URL: https://www.kaggle.com/code/enricofindley/linkedin-job-postings-2023-data-analysis
@Machine_learn
❤6
Dataset Name: Online Payments Fraud Detection Dataset
Basic Description: Online payment fraud big dataset for testing and practice purpose
📖 FULL DATASET DESCRIPTION:
The below column reference:
📥 DATASET DOWNLOAD INFORMATION
🔴 Dataset Size: Download dataset as zip (186 MB)
🔰 Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/rupakroy/online-payments-fraud-detection-dataset
@Machine_learn
Basic Description: Online payment fraud big dataset for testing and practice purpose
📖 FULL DATASET DESCRIPTION:
The below column reference:
📥 DATASET DOWNLOAD INFORMATION
🔴 Dataset Size: Download dataset as zip (186 MB)
🔰 Direct dataset download link:
https://www.kaggle.com/api/v1/datasets/download/rupakroy/online-payments-fraud-detection-dataset
@Machine_learn
❤4
🔹 Title: Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering
🔹 Publication Date: Published on Aug 21
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.15213
• PDF: https://arxiv.org/pdf/2508.15213
@Machine_learn
🔹 Publication Date: Published on Aug 21
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2508.15213
• PDF: https://arxiv.org/pdf/2508.15213
@Machine_learn
❤2🔥1
🚀 AI Agents for Android Apps
📌 GitHub: https://github.com/actionstatelabs/android-action-kernel
@Machine_learn
📌 GitHub: https://github.com/actionstatelabs/android-action-kernel
@Machine_learn
❤2