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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📂 An Open-source Framework for Autonomous Language Agents

Agents is carefully engineered to support important features including planning, memory, tool usage, multi-agent communication, and fine-grained symbolic control.

pip install ai-agents

🖥 Github: https://github.com/aiwaves-cn/agents

📕 Paper: https://arxiv.org/pdf/2309.07870.pdf

Demo: https://github.com/aiwaves-cn/agents#web-demos

⭐️ Project: https://www.aiwaves-agents.com/

https://t.iss.one/DataScienceT
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💥 MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning

MMICL is a multimodal vision-language model with the ability to analyze and understand multiple images, as well as follow instructions.

🖥 Github: https://github.com/haozhezhao/mic

📕 Paper: https://arxiv.org/abs/2309.07915v1

⭐️ Datasets: https://paperswithcode.com/dataset/mmbench

https://t.iss.one/DataScienceT
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🦙 LLaVA: Large Language and Vision Assistant

git clone https://github.com/haotian-liu/LLaVA.git
cd LLaVA


🖥 Github: https://github.com/haotian-liu/LLaVA

📕 Paper: https://arxiv.org/pdf/2309.09958v1.pdf

⭐️ Datasets: https://paperswithcode.com/dataset/mmlu

https://t.iss.one/DataScienceT
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⛓️🛠️ ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing

pip install chainforge

🖥 Github: https://github.com/ianarawjo/ChainForge

⭐️ Project: https://chainforge.ai

📕 Paper: https://arxiv.org/abs/2309.09128v1

https://t.iss.one/DataScienceT
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😠 GPTFUZZER : Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts

Fuzzer maintains over 90% attack success rate against ChatGPT and Llama-2 models.

🖥 Github: https://github.com/sherdencooper/gptfuzz

📕 Paper: https://arxiv.org/abs/2309.10253v1

Dataset: https://sites.google.com/view/llm-jailbreak-study

https://t.iss.one/DataScienceT
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📊 PAMS: Platform for Artificial Market Simulations

Artificial market simulation is a multi-agent simulation and run virtual markets on your computer.

$ pip install pams

🖥 Github: https://github.com/masanorihirano/pams

📕 Paper: https://arxiv.org/abs/2309.10729v1

Docs: https://pams.hirano.dev/

https://t.iss.one/DataScienceT
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🎓 BayesDLL: Bayesian Deep Learning Library

New Bayesian neural network library for PyTorch for large-scale deep network

🖥 Github: https://github.com/samsunglabs/bayesdll

📕 Paper: https://arxiv.org/abs/2309.12928v1

⭐️ Dataset: https://paperswithcode.com/dataset/oxford-102-flower

https://t.iss.one/DataScienceT
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