ML Research Hub – Telegram
ML Research Hub
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Advancing research in Machine Learning – practical insights, tools, and techniques for researchers.

Admin: @HusseinSheikho || @Hussein_Sheikho
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💼 Introducing Qwen-7B: Open foundation and human-aligned models (of the state-of-the-arts)

Qwen-7B outperforms the baseline models of a similar model size, and even outperforms larger models of around 13B parameters, on a series of benchmark datasets.

🖥 Github: https://github.com/QwenLM/Qwen-7B

📕 Paper: https://github.com/QwenLM/Qwen-7B/blob/main/tech_memo.md

☑️ Dataset: https://paperswithcode.com/dataset/mmlu

https://news.1rj.ru/str/DataScienceT
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Forwarded from Eng. Hussein Sheikho 👨‍💻
This channels is for Programmers, Coders, Software Engineers.

0- Python
1- Data Science
2- Machine Learning
3- Data Visualization
4- Artificial Intelligence
5- Data Analysis
6- Statistics
7- Deep Learning
8- programming Languages

https://news.1rj.ru/str/addlist/8_rRW2scgfRhOTc0

https://news.1rj.ru/str/DataScienceM
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PG-RCNN: Semantic Surface Point Generation for 3D Object Detection (ICCV 2023)

🖥 Github: https://github.com/quotation2520/pg-rcnn

📕 Paper: https://arxiv.org/pdf/2307.12637v1.pdf

🔥 Dataset: https://paperswithcode.com/dataset/kitti

https://news.1rj.ru/str/DataScienceT
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🦩 OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

An open-source framework for training large multimodal models.

pip install open-flamingo

🖥 Github: https://github.com/mlfoundations/open_flamingo

📕 Paper: https://arxiv.org/abs/2308.01390

⭐️ Demo: https://huggingface.co/spaces/openflamingo/OpenFlamingo

☑️ Dataset: https://paperswithcode.com/dataset/flickr30k

https://news.1rj.ru/str/DataScienceT
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LISA: Reasoning Segmentation via Large Language Model

New segmentation task -- reasoning segmentation. The task is designed to output a segmentation mask given a complex and implicit query text.

🖥 Github: https://github.com/dvlab-research/lisa

📕 Paper: https://arxiv.org/abs/2308.00692v2

☑️ Dataset: https://github.com/dvlab-research/lisa#dataset

https://news.1rj.ru/str/DataScienceT
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Forwarded from Data Science Library
Machine Learning with Python Cookbook (2023)

This book is available now only in paid channel

Cost of Paid channel is 5$ for one time and forever

Channel link: https://news.1rj.ru/str/+LnCmAFJO3tNmYjUy

Paid channel contain important book and udemy and other courses as zip files

Welcome all
Contact @Hussein_sheikho
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Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection

🖥 Github: https://github.com/chrisisking/rule-by-example

📕 Paper: https://arxiv.org/pdf/2307.12935v1.pdf

🔥 Dataset: https://paperswithcode.com/dataset/hatexplain

https://news.1rj.ru/str/DataScienceT
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🌉Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution

Experiments demonstrate that our method achieves a PSNR of 30.72dB, outperforming state-of-the-art methods by 14
on GTA5 nighttime haze dataset.

🖥 Github: https://github.com/jinyeying/nighttime_dehaze/tree/main

📕 Paper: https://arxiv.org/abs/2308.01738v1

☑️ Dataset: https://www.dropbox.com/sh/7qzmb3y9akejape/AABYf2ZAqn_5vmPsOPg7KqoMa?dl=0

https://news.1rj.ru/str/DataScienceT
Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation

🖥 Github: https://github.com/bytedance/dq-det

📕 Paper: https://arxiv.org/pdf/2307.12239v1.pdf

🔥 Dataset: https://paperswithcode.com/dataset/cityscapes

https://news.1rj.ru/str/DataScienceT
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🚀 AgentBench: Evaluating LLMs as Agents.

AgentBench, a multi-dimensional evolving benchmark that currently consists of 8 distinct environments to assess LLM-as-Agent's reasoning and decision-making abilities in a multi-turn open-ended generation setting.

🖥 Github: https://github.com/thudm/agentbench

📕 Paper: https://arxiv.org/abs/2308.03688v1

☑️ Dataset: https://paperswithcode.com/dataset/alfworld

https://news.1rj.ru/str/DataScienceT
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EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms

🖥 Github: https://github.com/DSL-Lab/echoglad

📕 Paper: https://arxiv.org/pdf/2307.12229v1.pdf

https://news.1rj.ru/str/DataScienceT
Revisiting the Minimalist Approach to Offline Reinforcement Learning

🖥 Github: https://github.com/tinkoff-ai/rebrac

📕 Paper: https://arxiv.org/pdf/2305.09836v1.pdf

🔥 Dataset: https://paperswithcode.com/dataset/d4rl

https://news.1rj.ru/str/DataScienceT
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🔥Platypus: Quick, Cheap, and Powerful Refinement of LLMs

Family of fine-tuned and merged LLMs that achieves the strongest performance and currently stands at first place in HuggingFace's

git clone https://github.com/lm-sys/FastChat.git
cd FastChat

🖥 Github: https://github.com/arielnlee/Platypus

💻 Project: https://platypus-llm.github.io/

📕 Paper: https://arxiv.org/abs/2308.07317v1

⭐️ Dataset: https://huggingface.co/datasets/garage-bAInd/Open-Platypus

https://news.1rj.ru/str/DataScienceT
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Forwarded from Machine Learning
Encyclopedia of Data Science and Machine Learning (2023)

This book was released two days ago and this book is more than 3400 pages.

With this book, you can become a first-class professional data scientist

The price of the book is $3,400

To get a discount of up to 95%, contact me immediately

Contact @hussein_sheikho
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