Data Science | Machine Learning with Python for Researchers
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Admin: @HusseinSheikho

The Data Science and Python channel is for researchers and advanced programmers

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๐Ÿชž Mirror: A Universal Framework for Various Information Extraction Tasks

๐Ÿ–ฅ Github: https://github.com/Spico197/Mirror

๐Ÿ“• Paper: https://arxiv.org/abs/2311.05419v1

๐ŸŒ Dataset: https://paperswithcode.com/dataset/glue

https://t.iss.one/DataScienceT
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โšก๏ธ LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

pip install diffusers transformers accelerate gradio==3.48.0

๐Ÿ–ฅ Github: https://github.com/luosiallen/latent-consistency-model

๐Ÿ“• Paper: https://arxiv.org/abs/2311.05556v1

๐ŸŒ Project: https://latent-consistency-models.github.io

๐Ÿค— Demo: https://huggingface.co/spaces/SimianLuo/Latent_Consistency_Model

https://t.iss.one/DataScienceT
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๐Ÿ”Š Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

ะกhat & pretrained large audio language model proposed by Alibaba Cloud.

๐Ÿฑ Github: https://github.com/qwenlm/qwen-audio

๐Ÿš€ Demo: https://qwen-audio.github.io/Qwen-Audio/

๐Ÿ“• Paper: https://arxiv.org/abs/2311.07919v1

โฉ Dataset: https://paperswithcode.com/dataset/vocalsound

https://t.iss.one/DataScienceT
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๐ŸŒดData Science A-Zโ„ข: Hands-On Exercises & ChatGPT Bonus [2023]๐ŸŒด

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Data Science step by step through real Analytics examples. Data Mining, Modeling, Tableau Visualization and more!

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Price: 20$

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Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)

๐Ÿ–ฅ Github: https://github.com/jaearly/miltimeseriesclassification

๐Ÿ“• Paper: https://arxiv.org/pdf/2311.10049v1.pdf

โœจ Tasks: https://paperswithcode.com/task/decision-making

https://t.iss.one/DataScienceT
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โž• SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks

๐Ÿ–ฅ Github: https://github.com/OpenGVLab/SAM-Med2D

๐Ÿ–ฅ Colab: https://colab.research.google.com/github/OpenGVLab/SAM-Med2D/blob/main/predictor_example.ipynb

๐Ÿ“• Paper: https://arxiv.org/abs/2311.11969v1

โญ๏ธ Dataset: https://arxiv.org/abs/2311.11969
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๐Ÿ”ฅ flowty-realtime-lcm-canvas

A realtime sketch to image demo using LCM and the gradio library.

Source: https://github.com/flowtyone/flowty-realtime-lcm-canvas

๐Ÿ‘Œ https://t.iss.one/CodeProgrammer

More Likes, Share, Subscribe ๐Ÿ˜‰โค๏ธ
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๐Ÿ—ฃ HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation by Hierarchical Variational Inference for Zero-shot Speech Synthesis

๐Ÿ–ฅ Code: https://github.com/sh-lee-prml/hierspeechpp

๐Ÿฆพ Checkpoint: https://drive.google.com/drive/folders/1-L_90BlCkbPyKWWHTUjt5Fsu3kz0du0w?usp=sharing

โšก๏ธ Demo: https://sh-lee-prml.github.io/HierSpeechpp-demo/

๐Ÿ“š Paper: https://arxiv.org/abs/2311.12454v1

๐Ÿ”— Dataset: https://paperswithcode.com/dataset/libri-light

https://t.iss.one/DataScienceT
ChessVision - A dataset for logically coherent multi-label classification.

๐Ÿ–ฅ Github: https://github.com/espressovi/chessvisionchallenge

๐Ÿ“• Paper: https://arxiv.org/pdf/2311.12610v1.pdf

โœจ Tasks: https://paperswithcode.com/task/classification-1

https://t.iss.one/DataScienceT
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๐Ÿ”ฅ Diffusion360: Seamless 360 Degree Panoramic Image Generation based on Diffusion Models.

๐Ÿ–ฅ Code: https://github.com/archerfmy/sd-t2i-360panoimage

๐Ÿ“š Paper: https://arxiv.org/abs/2311.13141v1

๐Ÿ”— Dataset: https://paperswithcode.com/dataset/sun360

https://t.iss.one/DataScienceT
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๐ŸŽฎ Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch

๐Ÿ–ฅ Code: https://github.com/yule-BUAA/MergeLM

๐Ÿ“š Paper: https://arxiv.org/abs/2311.03099

๐Ÿ”— Dataset: https://paperswithcode.com/task/instruction-following

https://t.iss.one/DataScienceT
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