Jupyter Notebook AI

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

Top 22 Jupyter Notebook AI Projects

  • GitHub repo google-research

    Google Research

    Project mention: Simulating trained model in Mujoco | reddit.com/r/reinforcementlearning | 2021-11-24

    I am trying to replicate the results of this paper, which has its code on github. I'm new to Reinforcement Learning, and I do not know how to use the trained model to simulate the behavior in mujoco. If anyone could help me with this, it'd be helpful. Thanks!

  • 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
  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • 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: A Fun project to turn Portrait Pictures to Illustration. GitHub Link in comments. | reddit.com/r/generative | 2021-01-28

    Two models has been combined to bring the cartoonized effect, one is ArtLine https://github.com/vijishmadhavan/ArtLine and another one is Toon-Me

  • GitHub repo nlpaug

    Data augmentation for NLP

    Project mention: [D] Data Augmentation in NLP | reddit.com/r/MachineLearning | 2021-12-07

    This is a nice starting point: https://github.com/makcedward/nlpaug

  • 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.

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • 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 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 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 imodels

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

    Project mention: imodels: a package extending sklearn with state-of-the-art models for interpretable data science (e.g. Bayesian Rule Lists, RuleFit) | reddit.com/r/datascience | 2021-02-18
  • 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

    Project mention: Intro Course- AI/ML (Middle School Course) | news.ycombinator.com | 2020-12-23
  • 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 Deep-Learning-With-TensorFlow

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

    Project mention: Get started with TensorFlow and Deep Learning | dev.to | 2020-12-12

    Rishit-dagli / Deep-Learning-With-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 AI-Art-Generator

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

    Project mention: Dr. Mike's painting made by AI. | reddit.com/r/DoctorMike | 2020-12-31

    You can find the source code here

  • 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 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 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 airline-sentiment-streaming

    Streaming with Airline Sentiment. Utilizing Cloudera Machine Learning, Apache NiFi, Apache Hue, Apache Impala, Apache Kudu

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 2021-12-07.

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 20,728
2 dopamine 9,655
3 BigDL 3,806
4 ArtLine 3,049
5 nlpaug 2,718
6 machine-learning-experiments 1,144
7 PConv-Keras 836
8 tensor-house 582
9 Deep-Learning-In-Production 574
10 Workshops 329
11 imodels 314
12 rtdl 221
13 LessonMaterials 151
14 clip-retrieval 100
15 Deep-Learning-With-TensorFlow 39
16 creative-prediction 18
17 AI-Art-Generator 18
18 SuiSense 8
19 bitcoin_price_prediction 7
20 sign_language_detector 4
21 Animender 4
22 airline-sentiment-streaming 1
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