Jupyter Notebook AI

Open-source Jupyter Notebook projects categorized as AI | Edit details

Top 23 Jupyter Notebook AI Projects

  • GitHub repo google-research

    Google Research

    Project mention: I'm failing to download a repository correctly | reddit.com/r/u_No_Possibility_7588 | 2022-01-18

    # Install steps - download the `ml-agents` repository `git clone https://github.com/Unity-Technologies/ml-agents` - create a Python folder in `ml-agents` and clone `social_rl` repo into it `svn export https://github.com/google-research/google-research/trunk/social_rl` - copy `environments.py` and `gymwrappers.py` into this Python folder - create a python3.8 environment and install `social_rl` requirements `conda create -n mlagents python=3.8` `pip install -r requirements.txt` - install `ml-agents_envs`, `ml-agents` and `gym-unity` from the `ml-agents` repository `python install setup.py`

  • GitHub repo dopamine

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

    Project mention: Rainbow Library | reddit.com/r/reinforcementlearning | 2021-06-10
  • 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.

  • GitHub repo BigDL

    Building Large-Scale AI Applications for Distributed Big Data

    Project mention: Machine learning on JVM | reddit.com/r/scala | 2021-04-05

    Intel BigDL for Spark which again is for Spark.

  • GitHub repo ArtLine

    A Deep Learning based project for creating line art portraits.

    Project mention: Help me find software which is able to edit images automatically so that I can trace/plot them. Is there software similar to his one below? | reddit.com/r/answers | 2022-01-11

    I found one quite quickly, it's even free!

  • GitHub repo nlpaug

    Data augmentation for NLP

    Project mention: Text Data Augmentation using GPT-2 Language Model | reddit.com/r/LanguageTechnology | 2021-12-15

    A cool library I recently came across for text augmentation is nlpaug, it does a different thing to your approach, but I think both are useful :)

  • GitHub repo machine-learning-experiments

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

    Project mention: Interactive Machine Learning Experiments | news.ycombinator.com | 2021-08-09
  • GitHub repo PConv-Keras

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

    Project mention: [D] Anyone deploy DL models with AWS Lambda? Trying to estimate costs | reddit.com/r/MachineLearning | 2021-04-05

    https://www.fixmyphoto.ai/ has been deployed "on a serverless React application with AWS lambda functions handling inference" according to the github page.

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • GitHub repo Deep-Learning-In-Production

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

    Project mention: [P] Deep Learning in Production Book | reddit.com/r/MachineLearning | 2021-11-30

    The book is based on an old articles series we wrote on our blog so a big portion of the content is already available for free. We just organized/restructured some of the articles and we added some new material. We use a variety of examples with libraries such as Tensorflow, Flask, uWSGI, Nginx, Docker, Kubernetes, Tensorflow Extended, Google Cloud, Vertex AI. The full code and the articles can be found on Github (https://github.com/The-AI-Summer/Deep-Learning-In-Production)

  • GitHub repo tensor-house

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

    Project mention: How to use the code to do analysis with my data | reddit.com/r/github | 2021-07-17

    Hi, how can i use the code of an analysis like this https://github.com/ikatsov/tensor-house/blob/master/pricing/price-optimization-multiple-time-intervals.ipynb but with my data?

  • GitHub repo imodels

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

    Project mention: [D] Looking for open source projects to contribute | reddit.com/r/MachineLearning | 2022-01-09

    Our package imodels is expanding our sklearn-compatible set of interpretable models and always looking for new contributors!

  • GitHub repo Workshops

    Workshops organized to introduce students to security, AI, AR/VR, hardware and software

    Project mention: AI, Security, P2P and Software innovation workshops | news.ycombinator.com | 2021-01-24
  • GitHub repo rtdl

    The `rtdl` library + The official implementation of the paper "Revisiting Deep Learning Models for Tabular Data"

    Project mention: [P] pytorch-widedeep v1.0.9: the Perceiver and the FastFormer for tabular data are now available in the library | reddit.com/r/MachineLearning | 2021-09-07
  • GitHub repo LessonMaterials

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

  • GitHub repo clip-retrieval

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

    Project mention: What every software engineer should know about search | news.ycombinator.com | 2021-10-18

    Assuming you have an NVIDIA GPU, you can build a semantic search engine by indexing CLIP embeds (image or text).

    https://github.com/rom1504/clip-retrieval

  • GitHub repo catanatron

    Settlers of Catan Bot Simulator and Strong AI Player

    Project mention: Any bot programs to use the actual board? | reddit.com/r/Catan | 2021-10-16

    I don’t know if any complete project like you are describing. Here is a python based catan botthat someone made https://github.com/bcollazo/catanatron

  • GitHub repo AI-Art-Generator

    A program that can add an artistic touch to any image.

    Project mention: [project-showcase] Art I made using neural style transfer. | reddit.com/r/learnmachinelearning | 2021-12-11

    Here's the source code

  • GitHub repo Deep-Learning-With-TensorFlow

    All the resources and hands-on exercises for you to get started with Deep Learning in TensorFlow

  • GitHub repo creative-prediction

    Creative Prediction with Neural Networks

    Project mention: Research topic combining cs and music? | reddit.com/r/compsci | 2021-06-24
  • GitHub repo SuiSense

    Using Artificial Intelligence to distinguish between suicidal and depressive messages (4th Place Congressional App Challenge)

    Project mention: Web App for Suicide Detection using AI | reddit.com/r/datascience | 2021-03-12

    I mean, your own notebooks clearly show that your models aren't converging and yet you're launching and marketing this. (?!?). At the very least you should be labeling your product as non-functional alpha POC - and that's generous.

  • GitHub repo bitcoin_price_prediction

    This project tries to prediction the bitcoin price with machine and deep learning.

    Project mention: Deep And Machine Learning Based Bitcoin Price Prediction | OPEN SOURCE | Jupyter Notebook | reddit.com/r/Python | 2021-03-16

    Github: onuratakan/bitcoin_price_prediction: This project tries to prediction the bitcoin price with machine and deep learning. (github.com)

  • GitHub repo Animender

    An AI that recommends anime based on personal history.

    Project mention: Anime recommendation discord bot | reddit.com/r/learnmachinelearning | 2021-08-17
  • GitHub repo sign_language_detector

    Project mention: How to customize the dataset in this code (mediapipe) | reddit.com/r/AskProgramming | 2021-11-03

    Hello. I am very new to Jupyter Notebook and programming in general and things got a little confusing for me. So I'm trying to run this program from this GitHub link https://github.com/prp-e/sign_language_detector So far, it works for me and it was able to do the task intended. However, I was wondering how could I customize the dataset to my liking (i.e. using different words rather than the ones already included) for translation? Steps 5 and 6 of the notebook are data gathering and adding data to the CSV file, respectively, but when I ran it, it didn't change the dataset.

  • GitHub repo ai_book

    Project mention: [P] The ai example codes and explanations for newbies | reddit.com/r/MachineLearning | 2022-01-16

    ai_book

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 2022-01-18.

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 21,522
2 dopamine 9,713
3 BigDL 3,824
4 ArtLine 3,083
5 nlpaug 2,869
6 machine-learning-experiments 1,180
7 PConv-Keras 838
8 Deep-Learning-In-Production 661
9 tensor-house 598
10 imodels 427
11 Workshops 330
12 rtdl 263
13 LessonMaterials 149
14 clip-retrieval 121
15 catanatron 116
16 AI-Art-Generator 46
17 Deep-Learning-With-TensorFlow 40
18 creative-prediction 18
19 SuiSense 8
20 bitcoin_price_prediction 7
21 Animender 4
22 sign_language_detector 3
23 ai_book 3
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