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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β›“οΈπŸ› οΈ ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing

pip install chainforge

πŸ–₯ Github: https://github.com/ianarawjo/ChainForge

⭐️ Project: https://chainforge.ai

πŸ“• 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.

πŸ–₯ Github: https://github.com/sherdencooper/gptfuzz

πŸ“• 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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πŸ“Š PAMS: Platform for Artificial Market Simulations

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

$ pip install pams

πŸ–₯ Github: https://github.com/masanorihirano/pams

πŸ“• Paper: https://arxiv.org/abs/2309.10729v1

⏩ Docs: https://pams.hirano.dev/

https://t.iss.one/DataScienceT
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LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

πŸ–₯ Github: https://github.com/dvlab-research/longlora

πŸ“• Paper: https://arxiv.org/pdf/2309.12307v1.pdf

πŸ”₯ Dataset: https://paperswithcode.com/dataset/pg-19

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

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

πŸ–₯ Github: https://github.com/samsunglabs/bayesdll

πŸ“• Paper: https://arxiv.org/abs/2309.12928v1

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

https://t.iss.one/DataScienceT
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βž• fastMONAI: A low-code deep learning library for medical image analysis

Simplifying deep learning for medical imaging.

git clone https://github.com/MMIV-ML/fastMONAI

πŸ–₯ Github: https://github.com/MMIV-ML/fastMONAI

Project: https://fastmonai.no

πŸ“• Paper: https://www.sciencedirect.com/science/article/pii/S2665963823001203

πŸ–₯ Colab: https://colab.research.google.com/github/MMIV-ML/fastMONAI/blob/master/nbs/10a_tutorial_classification.ipynb

https://t.iss.one/DataScienceT
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⭐️Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation

git clone https://github.com/Yuxinn-J/Scenimefy.git

πŸ–₯ Github: https://github.com/Yuxinn-J/Scenimefy/tree/main

β˜‘οΈ Demo: https://huggingface.co/spaces/YuxinJ/Scenimefy

πŸ“• Paper: https://arxiv.org/abs/2308.12968

⏩Project: https://yuxinn-j.github.io/projects/Scenimefy.html

⭐️ Dataset: https://github.com/Yuxinn-J/Scenimefy/tree/main#open_file_folder-anime-scene-dataset

https://t.iss.one/DataScienceT
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πŸ€– Machine Learning Tutorials Repository

1. Python
2
. Computer Vision: Techniques, algorithms
3
. NLP
4.
Matplotlib
5. NumPy
6. Pandas
7.
MLOps
8. LLMs
9.
PyTorch/TensorFlow

git clone https://github.com/patchy631/machine-learning

πŸ”— GitHub: https://github.com/patchy631/machine-learning/tree/main

⭐️ https://t.iss.one/DataScienceT
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