Jupyter Notebook Artificial intelligence

Open-source Jupyter Notebook projects categorized as Artificial intelligence
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Topics: #Machine Learning #Deep Learning #Python #AI #Data Science
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Top 23 Jupyter Notebook Artificial intelligence Projects

  • AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    Project mention: Artificial Intelligence for Beginners – A Curriculum | news.ycombinator.com | 2023-06-13

    This is a good summary of most topics in AI/ML. The only thing that it seems to by missing (or maybe I'm just not seeing it) is a section on generative AI for images and video (DALL-E, Stable Diffusion etc).

    They do cover LLMs which is generative AI for text though: https://github.com/microsoft/AI-For-Beginners/blob/main/less...

  • machine-learning-for-trading

    Code for Machine Learning for Algorithmic Trading, 2nd edition.

    Project mention: Machine Learning for Trading: Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses - star count:10424.0 | /r/algoprojects | 2023-09-28

  • Onboard AI

    Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.

  • nlpaug

    Data augmentation for NLP

  • Reinforcement-Learning

    Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning (by andri27-ts)

  • Data-science

    Collection of useful data science topics along with articles, videos, and code (by khuyentran1401)

  • Dreambooth-Stable-Diffusion

    Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles. (by JoePenna)

    Project mention: Will there be comprehensive tutorials for fine-tuning SD XL when it comes out? | /r/StableDiffusion | 2023-07-01

    Tons of stuff here, no? https://github.com/JoePenna/Dreambooth-Stable-Diffusion/

  • MEDIUM_NoteBook

    Repository containing notebooks of my posts on Medium

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  • Amazing-Python-Scripts

    🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.

    Project mention: I'm just a plumber with a passion for tech... | /r/homelab | 2022-11-08

  • machine-learning-experiments

    🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

  • imodels

    Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

    Project mention: [D] Have researchers given up on traditional machine learning methods? | /r/MachineLearning | 2023-01-31

    - all domains requiring high interpretability absolutely ignore deep learning at all, and put all their research into traditional ML; see e.g. counterfactual examples, important interpretability methods in finance, or rule-based learning, important in medical or law applications

  • Deep-Learning-Experiments

    Videos, notes and experiments to understand deep learning (by roatienza)

  • gdrl

    Grokking Deep Reinforcement Learning

    Project mention: How to proceed further? (Learning RL) | /r/reinforcementlearning | 2022-10-03

    I would recommend looking at Grokking Deep RL if you are looking for some hands on DRL practice in python without starting completely from scratch. You can find some of the jupyter notebooks here.

  • EasyEdit

    An Easy-to-use Knowledge Editing Framework for LLMs.

    Project mention: Is it possible to instill new facts and knowledge during the fine-tuning | /r/llm_updated | 2023-09-29

  • LongNet

    Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"

    Project mention: LongLlama | /r/LocalLLaMA | 2023-07-07

    If you want to talk immature looking, longnet wouldn't even compile. That's a big oof, considering it's a python and usually nonworking code is good enough to generate byte code. (also it has hard-coded dtype and device)

  • cryptocurrency-price-prediction

    Cryptocurrency Price Prediction Using LSTM neural network

  • Get-Things-Done-with-Prompt-Engineering-and-LangChain

    LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

    Project mention: Get-Things-Done-with-Prompt-Engineering-and-LangChain: NEW Data - star count:383.0 | /r/algoprojects | 2023-10-02

  • Artificial-Intelligence-Projects

    Collection of Artificial Intelligence projects. (by pierpaolo28)

    Project mention: [careerGuidance] Perguntas de início de carreira, como está o mercado para data science e qual a probabilidade de ficar agarrado a ser dev? | /r/devpt | 2023-04-24

  • awesome-data-centric-ai

    Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖

    Project mention: Thoughts: Continue current degree with one year left, or start anew with degree apprenticeship | /r/cscareerquestionsuk | 2023-07-13

    I would finish the degree anyway. It's only one year left. If teachers miss classes, I would disregard that and try to learn on my own, and then yes, I would move on to an internship (or even do It at the same time if it's possible). If you like, come as meet us at the Data-Centric AI Community and we can do some projects together :)

  • CenterSnap

    Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"

  • Learning-Content

    Resources for the study group in IIT Guwahati focused on learning Artificial Intelligence.

    Project mention: Kis kis ko coding ka c bhi nahi aata lekin chaiye to computer science hi🤓 | /r/JEENEETards | 2023-05-05

    Artificial intelligence

  • swarms

    Swarms is a modular framework that enables reliable and useful multi-agent collaboration at scale to automate real-world tasks.

    Project mention: Swarms – Automating all digital activities with millions of autonomous AI Agents | news.ycombinator.com | 2023-07-10

  • conformal_classification

    Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

    Project mention: [P] 🚀 AWS launches Fortuna, an open-source library for Uncertainty Quantification | /r/MachineLearning | 2023-01-04

    What is the best end-to-end example showing it? https://github.com/awslabs/fortuna/blob/main/examples/mnist_classification.ipynb ? It would be nice to have some visual explainer, as in https://github.com/aangelopoulos/conformal_classification .

  • language-planner

    Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-10-02.

Jupyter Notebook Artificial intelligence related posts

Index

What are some of the best open-source Artificial intelligence projects in Jupyter Notebook? This list will help you:

Project Stars
1 AI-For-Beginners 17,607
2 machine-learning-for-trading 10,447
3 nlpaug 4,113
4 Reinforcement-Learning 3,921
5 Data-science 3,827
6 Dreambooth-Stable-Diffusion 3,049
7 MEDIUM_NoteBook 1,939
8 Amazing-Python-Scripts 1,521
9 machine-learning-experiments 1,468
10 imodels 1,176
11 Deep-Learning-Experiments 1,035
12 gdrl 610
13 EasyEdit 608
14 LongNet 579
15 cryptocurrency-price-prediction 548
16 Get-Things-Done-with-Prompt-Engineering-and-LangChain 400
17 Artificial-Intelligence-Projects 288
18 awesome-data-centric-ai 263
19 CenterSnap 225
20 Learning-Content 223
21 swarms 204
22 conformal_classification 185
23 language-planner 181

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