Jupyter Notebook AI

Open-source Jupyter Notebook projects categorized as AI

Top 23 Jupyter Notebook AI Projects

  • google-research

    Google Research

    Project mention: [D] Querying with multiple vectors during embedding nearest neighbor search? | reddit.com/r/MachineLearning | 2023-02-03

    That was an interesting read, but I don't think it solves my problem. Their examples don't show joint vector searches: https://github.com/google-research/google-research/blob/master/scann/docs/example.ipynb

  • learnopencv

    Learn OpenCV : C++ and Python Examples

    Project mention: Object detection with depth measurement using pre-trained models with OAK-D | reddit.com/r/computerscience | 2022-04-29

    Code Link : https://github.com/spmallick/learnopencv/tree/master/OAK-Object-Detection-with-Depth

  • SonarLint

    Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.

  • dopamine

    Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

    Project mention: RL review | reddit.com/r/reinforcementlearning | 2022-10-24

    You can also reference the source code for some of the popular implementations from open source RL libraries like stablebaselines3, RLlib, CleanRL, or Dopamine. These can help you if you’re trying to compare your implementation to a “standard”.

  • AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    Project mention: Artificial Intelligence course | reddit.com/r/ArtificialInteligence | 2023-01-23
  • nlpaug

    Data augmentation for NLP

    Project mention: Use WordNet to collect homonyms | reddit.com/r/LanguageTechnology | 2022-09-23

    You'd want to use an NLP method for this as in order to determine optimal homonyms there would have to be some method of deriving context from the words ahead of and behind the substitution. Take a look at nlpaug.

  • ArtLine

    A Deep Learning based project for creating line art portraits.

    Project mention: Is there a AI that is able to turn normal pictures in that kind of pictures or that I am able to plott them with my pen-plotter? | reddit.com/r/artificial | 2022-04-25
  • machine-learning-experiments

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

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.

  • 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? | reddit.com/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

  • clip-retrieval

    Easily compute clip embeddings and build a clip retrieval system with them

    Project mention: Same.energy: Image Search by Similarity | news.ycombinator.com | 2023-02-01

    Hehe, well you know, PR welcome, the front end is 500 lines https://github.com/rom1504/clip-retrieval/blob/main/front/sr...

    Other people have done a few alternate front ends already

    This one is meant to be functional, but could sure be made prettier

  • Deep-Learning-In-Production

    Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

  • tensor-house

    A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

    Project mention: Supply Chain Uses Cases | reddit.com/r/Python | 2022-11-16

    I still have this on my reading list, it has quite some interesting SC applications. https://github.com/ikatsov/tensor-house

  • PConv-Keras

    Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

    Project mention: Image inpainting using Keras? | reddit.com/r/learnpython | 2022-09-29

    Recently I came across Partial Convolutions for Image Inpainting using Keras and spent a few days playing with the Jupyter notebooks included in the repo. I tried hard to reverse engineer everything in an effort to learn, but my limited experience with deep learning neural networks left me unable to accomplish anything.

  • vertex-ai-samples

    Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

    Project mention: JBCNConf 2022: A great farewell | dev.to | 2022-07-23

    She made mentions to ML-Ops and MLFlow including Vertex AI the GCP implementation. I will post the video as soon as it is available. In the meantime, you can enjoy any other talk from Nerea Luis

  • Basic-Mathematics-for-Machine-Learning

    The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

    Project mention: Cool Github repositories for Everyone | dev.to | 2022-12-29
  • cleora

    Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.

    Project mention: Cleora - an ultra fast graph embedding tool written in Rust | reddit.com/r/u_maoxiangsun | 2022-07-06
  • Workshops

    Workshops organized to introduce students to security, AI, AR/VR, hardware and software (by PoCInnovation)

  • chatgpt-comparison-detection

    Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥

    Project mention: Hi friends, we bring you the first bilingual ChatGPT detection toolset and would love your feedback~ | reddit.com/r/deeplearning | 2023-01-11

    Project GitHub page: ChatGPT Comparison Corpus (C3), Detectors, and more! 🔥

  • Diffusion-ColabUI

    Choose your diffusion models and spin up a WebUI on Colab in one click

    Project mention: Stable Diffusion 2.0 on Google Colab | reddit.com/r/StableDiffusion | 2022-11-23

    GitHub

  • TorchDrift

    Drift Detection for your PyTorch Models

    Project mention: [D] DL Practitioners, Do You Use Layer Visualization Tools s.a GradCam in Your Process? | reddit.com/r/MachineLearning | 2022-10-28
  • LessonMaterials

    Open Sourced Curriculum and Lessons for an Introductory AI/ML Course

  • 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 | reddit.com/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 .

  • gan-vae-pretrained-pytorch

    Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

    Project mention: DCGAN (CIFAR-10) Generating fake images is easy, but how to also output the class label (1 to 10) with the fake generated images? | reddit.com/r/learnmachinelearning | 2022-03-13

    I have this DCGAN model (https://github.com/csinva/gan-vae-pretrained-pytorch/tree/master/cifar10_dcgan) which generates fake Cifar-10 images. However I also want to get the intended class label output with the fake generated images. How can I do this? This model which I found only generates fake images but doesn't know what class the generated images belong to.

  • oemer

    End-to-end Optical Music Recognition (OMR) system. Transcribe phone-taken music sheet image into MusicXML, which can be edited and converted to MIDI.

    Project mention: Optical music recognition system with deep learning | reddit.com/r/u_waynerad | 2022-02-08
  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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 2023-02-03.

Jupyter Notebook AI related posts

Index

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

Project Stars
1 google-research 27,040
2 learnopencv 17,848
3 dopamine 9,994
4 AI-For-Beginners 4,917
5 nlpaug 3,783
6 ArtLine 3,300
7 machine-learning-experiments 1,371
8 imodels 1,024
9 clip-retrieval 938
10 Deep-Learning-In-Production 882
11 tensor-house 879
12 PConv-Keras 872
13 vertex-ai-samples 587
14 Basic-Mathematics-for-Machine-Learning 452
15 cleora 404
16 Workshops 351
17 chatgpt-comparison-detection 344
18 Diffusion-ColabUI 292
19 TorchDrift 271
20 LessonMaterials 162
21 conformal_classification 159
22 gan-vae-pretrained-pytorch 141
23 oemer 139
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SaaSHub helps you find the best software and product alternatives
www.saashub.com