Data Science | Machine Learning with Python for Researchers
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Data Science | Machine Learning with Python for Researchers
31.7K subscribers
Data Science | Machine Learning with Python for Researchers
Guideline following Large Language Model for Information Extraction

🖥 Github: https://github.com/hitz-zentroa/gollie

⏩ Tutorial: https://github.com/stanfordnlp/dspy/blob/main/intro.ipynb

⭐️ Project: https://hitz-zentroa.github.io/GoLLIE/

📕 Paper: https://arxiv.org/abs/2310.03668v1

⭐️ Dataset: https://paperswithcode.com/dataset/harveyner

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Data Science Machine Learning Data Analysis
This channel is for Programmers, Coders, Software Engineers.

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Data Science | Machine Learning with Python for Researchers
💻 Graph Structure Learning Benchmark (GSLB)

pip install GSLB

🖥 Github: https://github.com/gsl-benchmark/gslb

📕 Paper: https://arxiv.org/abs/2310.05163v1

⭐️ Paper collection: https://github.com/GSL-Benchmark/Awesome-Graph-Structure-Learning

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Data Science | Machine Learning with Python for Researchers
✅ Mini-DALLE3: Interactive Text to Image by Prompting Large Language Models.

🖥 Github: https://github.com/Zeqiang-Lai/Mini-DALLE3

📕 Paper: https://arxiv.org/abs/2310.07653v1

⭐️ Dataset: https://paperswithcode.com/dataset/mmlu
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Data Science | Machine Learning with Python for Researchers
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Data Science | Machine Learning with Python for Researchers
Augment to Interpret

🖥 Github: https://github.com/euranova/augment_to_interpret

📕 Paper: https://arxiv.org/pdf/2309.16564v1.pdf

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

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Data Science | Machine Learning with Python for Researchers
Incremental Transfer Learning (ITL) Survey

🖥 Github: https://github.com/yixinghuang/itlsurvey

📕 Paper: https://arxiv.org/pdf/2309.17192v1.pdf

🔥 Datasets: https://paperswithcode.com/dataset/tiny-imagenet

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Data Science | Machine Learning with Python for Researchers
🧠 LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios.

🖥 Github: https://github.com/opendilab/LightZero

📕 Paper: https://arxiv.org/abs/2310.08348v1

⭐️ Tasks: https://paperswithcode.com/task/atari-games

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Data Science | Machine Learning with Python for Researchers
🔥 Burn - A Flexible and Comprehensive Deep Learning Framework in Rust

cargo new new_burn_app

🖥 Github: https://github.com/burn-rs/burn

📕 Burn Book: https://burn-rs.github.io/book/

⭐️ Guide: https://www.kdnuggets.com/rust-burn-library-for-deep-learning

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Data Science | Machine Learning with Python for Researchers
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✨ Cross-Episodic Curriculum for Transformer Agents

pip install git+https://github.com/cec-agent/CEC

🖥 Github: https://github.com/CEC-Agent/CEC

📕 Paper: https://cec-agent.github.io/src/bib.txt

⭐️ Project: https://cec-agent.github.io

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Data Science | Machine Learning with Python for Researchers
👨 AG3D: Learning to Generate 3D Avatars from 2D Image Collections (ICCV 2023)

🖥 Github: https://github.com/zj-dong/AG3D

📕 Paper: https://arxiv.org/abs/2305.02312

🚀Video: https://youtu.be/niP1YhJXEBE

⭐️ Project: https://zj-dong.github.io/AG3D/

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Data Science | Machine Learning with Python for Researchers
FER

🖥 Github: https://github.com/ict-bigdatalab/fer

📕 Paper: https://arxiv.org/pdf/2310.11868v1.pdf

🔥 Datasets: https://paperswithcode.com/dataset/fever

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Data Science | Machine Learning with Python for Researchers
🐾 Putting the Object Back into Video Object Segmentation (Cutie)

git clone https://github.com/hkchengrex/Cutie.git

🖥 Github: https://github.com/hkchengrex/Cutie

🖥 Colab: https://colab.research.google.com/drive/1yo43XTbjxuWA7XgCUO9qxAi7wBI6HzvP?usp=sharing

📕 Paper: https://arxiv.org/abs/2310.12982v1

🚀Project: https://hkchengrex.github.io/Cutie/

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Data Science | Machine Learning with Python for Researchers
🖥 AutoGen

AutoGen provides multi-agent conversation framework as a high-level abstraction.

🖥 Github: https://github.com/microsoft/autogen

📕 Project: https://microsoft.github.io/autogen/

🤗 FLAML.: https://github.com/microsoft/FLAML

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