Data Science | Machine Learning with Python for Researchers
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The Data Science and Python channel is for researchers and advanced programmers

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🏎 TripoSR: Fast 3D Object Reconstruction from a Single Image

A state-of-the-art open source model for fast 3D reconstruction from a single image.

The model produces high-quality 3D models in less than 0.5 seconds on the NVIDIA A100 GPU.

🟒 page: https://tripo3d.ai

🟒 paper : https://drive.google.com/file/d/1LWlZPT2aASi9jHiGVhDSr4YCTANoFW5t/view

🟒 code : https://github.com/VAST-AI-Research/TripoSR
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πŸ«₯ Deep Learning for Genomics: From Early Neural Nets to Modern Large Language Models

πŸ“• Journal: International Journal of Molecular Sciences (I.F.= 5.6)
πŸ“… Publish year: 2023

πŸ§‘β€πŸ’» Authors: Tianwei Yue,Yuanxin Wang,Longxiang Zhang, ...
🟒 University: Carnegie Mellon University, & Johns Hopkins University, & Michigan State University, USA

πŸ“Ž Study the paper 🫴:
https://www.mdpi.com/1422-0067/24/21/15858
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πŸ“ƒ A Guide for the Bioinformatic Analysis of Metabolomics Data

πŸ—“ Publish year: 2024

πŸ§‘β€πŸ’»Authors: Guillem Santamaria and Francisco R Pinto
⭐️ University: University of Lisbon, Portugal

πŸ“Ž Study the paper

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β˜„οΈ Trends in using deep learning algorithms in biomedical prediction systems

➑️ Journal: Frontiers in Neuroscience (I.F.= 4.3)
πŸ—“ Publish year: 2023

πŸ§‘β€πŸ’» Authors: Yanbu Wang, Linqing Liu, Chao Wang
πŸ‘€ University: Beijing Sport University-Peking University, Beijing, China

πŸ“Ž Study the paper

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Data Science | Machine Learning with Python for Researchers pinned «🟒 We present to you a list of our paid services: βœ… Paid Channel (Books): It includes a huge encyclopedia of free channels and a huge collection of important and rare books πŸ’΅ Price: 7$ - one time payment βœ… Paid channel (courses): includes a complete set…»
Arbitrary-Scale Point Cloud Upsampling by Voxel-Based Network with Latent Geometric-Consistent Learning

πŸ–₯ Github: https://github.com/hikvision-research/3dvision

πŸ“• Paper: https://arxiv.org/abs/2403.05117v1

πŸ”₯ Dataset: https://paperswithcode.com/dataset/scanobjectnn

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πŸ“ Progress and Opportunities of Foundation Models in Bioinformatics

πŸ—“ Publish year: 2023

πŸ§‘β€πŸ’»Authors: Qing Li, Zhihang Hu, Yixuan Wang, ...
🏘 University: University of Hong Kong, Hong Kong SAR - ChinaBioMap, Beijing, China

πŸ“Ž Study the paper

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πŸͺ– RT Humanoid from Head-Mounted Sensors πŸͺ–

πŸ‘‰ #META (+CMU) announced SimXR, a method for controlling a simulated avatar from info obtained from AR/VR headsets

πŸ‘‰ Review: https://t.ly/Si2Mp

πŸ‘‰ Paper: arxiv.org/pdf/2403.06862.pdf

πŸ‘‰ Project: www.zhengyiluo.com/SimXR/

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πŸ”₯ Convolutional Reconstruction Model

A model for ultra-fast 3D image conversion using a convolutional reconstruction model.

🌸 Github
⚑️ Page
πŸ’ Paper

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ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions

πŸ–₯ Github: https://github.com/Traffic-X/ViT-CoMer

πŸ“• Paper: https://arxiv.org/pdf/2403.07392.pdf

✨ Tasks: https://paperswithcode.com/task/object-detection

⚑️ Dataset: https://paperswithcode.com/dataset/coco

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πŸš€ Pix2Gif: Motion-Guided Diffusion for GIF Generation

Microsoft has published a model for converting images to GIFs called Pix2Gif!

They claim that the model is the best at understanding and generating motion, although we're not talking Sora level, it's certainly a step up from the slow motion results we're used to.

πŸ˜΅β€πŸ’« Github
πŸ‡ΈπŸ‡Ύ Page
βš™οΈ Paper
πŸ”₯ Demo

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πŸ“„ A review of deep learning methods for ligand based drug virtual screening

πŸ“• Journal: Fundamental Research (I.F.= 6.2)
πŸ—“ Publish year: 2024

πŸ§‘β€πŸ’»Authors: Hongjie Wu, Junkai Liu, Runhua Zhang, Yaoyao Lu
🏠 University: Suzhou University of Science and Technology - University of Electronic Science and Technology of China, China

πŸ“Ž Study the paper

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Scattered Mixture-of-Experts Implementation

πŸ–₯ Github: https://github.com/shawntan/scattermoe

πŸ“• Paper: https://arxiv.org/abs/2403.08245v1

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πŸ”₯ Clarity-Upscaler: Open-Source πŸ”₯ Open-Source πŸ”₯

Clarity AI is a new upscale neural network that can significantly improve the resolution of images and add detail to them.

You can control the results yourself by specifying the desired description when starting the generator.

πŸ‘ code : https://github.com/philz1337x/clarity-upscaler

🟒 page : https://clarityai.cc

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