Jupyter Notebook Research

Open-source Jupyter Notebook projects categorized as Research Edit details

Top 13 Jupyter Notebook Research Projects

  • google-research

    Google Research

    Project mention: Google’s New Open-Source Project, ‘SayCan,’ is an AI Tool That Uses a Large Language Model to Plan Sequences of Robotic Actions to Achieve a User-Specified Goal | reddit.com/r/machinelearningnews | 2022-09-23

    Github: https://github.com/google-research/google-research/tree/master/saycan

  • datasets

    🎁 3,000,000+ Unsplash images made available for research and machine learning (by unsplash)

    Project mention: Let's create a face dataset with unsplash data | dev.to | 2022-02-17

    Alright so we are going to use the test dataset that unsplash provides but everything works with the full dataset if you are able to access that one, you can get more information in the github repo.

  • Scout APM

    Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.

  • hyperlearn

    2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

    Project mention: [Project] BFLOAT16 on ALL hardware (>= 2009), up to 2000x faster ML algos, 50% less RAM usage for all old/new hardware - Hyperlearn Reborn. | reddit.com/r/MachineLearning | 2022-06-02

    Hello everyone!! It's been a while!! Years back I released Hyperlearn https://github.com/danielhanchen/hyperlearn. It has 1.2K Github stars, where I made tonnes of algos faster:

  • image-crop-analysis

    Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency

    Project mention: The Twitter Ranking Algorithm | news.ycombinator.com | 2022-04-26

    Yep, it's gonna just be like when they "open-sourced" their image cropping algorithm and it's just that they provided the model and didn't specify their training data. Granted, yes, you can provide analysis like they did on Github [1] but you don't know _why_ it's outputting something.

    [1]: https://github.com/twitter-research/image-crop-analysis

  • benford_py

    Python implementation of Benford's Law tests.

  • deepcourse

    Learn the Deep Learning for Computer Vision in three steps: theory from base to SotA, code in PyTorch, and space-repetition with Anki

    Project mention: From Zero to Research on Deep Learning Vision: in-depth courses + google colab tutorials + Anki cards | reddit.com/r/learnmachinelearning | 2021-12-02

    ![Picture of the website front page with the skill tree](https://github.com/arthurdouillard/deepcourse/blob/master/static/img/deepcourse_prez.png)

  • cobaltstrike-beacon-data

    Open Dataset of Cobalt Strike Beacon metadata (2018-2022)

    Project mention: Bulk Analysis of Cobalt Strike’s Beacon Configurations | reddit.com/r/netsec | 2022-07-05

    Lots of great data in here as well dating back to 2018 and around ~120k configs. Happy Hunting! https://github.com/fox-it/cobaltstrike-beacon-data

  • talent.io

    Download talent.io’s Tech Salary Report. Median salaries, most in-demand technologies, state of the remote work... all you need to know your worth on the market by tech recruitment platform talent.io

  • tabular-dl-num-embeddings

    The official implementation of the paper "On Embeddings for Numerical Features in Tabular Deep Learning"

    Project mention: [R] New paper on Tabular DL: "On Embeddings for Numerical Features in Tabular Deep Learning" | reddit.com/r/MachineLearning | 2022-03-17

    JFYI: recently, we have split our codebase into separate projects: - https://github.com/Yura52/rtdl - https://github.com/Yura52/tabular-dl-revisiting-models - (the new one) https://github.com/Yura52/tabular-dl-num-embeddings

  • mnist1d

    A 1D analogue of the MNIST dataset for measuring spatial biases and answering "science of deep learning" questions.

    Project mention: [Discussion] Educative dataset for students | reddit.com/r/MachineLearning | 2021-12-20

    My teacher gave us Mnist1d. It's synthetic, but allows for different approaches and demonstrations of different phenomena. Can even be used for introducing convolutional layers, albeit one-dimensional.

  • tabular-dl-revisiting-models

    The official implementation of the paper "Revisiting Deep Learning Models for Tabular Data" (NeurIPS 2021)

    Project mention: [R] New paper on Tabular DL: "On Embeddings for Numerical Features in Tabular Deep Learning" | reddit.com/r/MachineLearning | 2022-03-17

    JFYI: recently, we have split our codebase into separate projects: - https://github.com/Yura52/rtdl - https://github.com/Yura52/tabular-dl-revisiting-models - (the new one) https://github.com/Yura52/tabular-dl-num-embeddings

  • tnb-analysis

    Gain insights about thenewboston digital crypto currency network by doing some analysis

  • AMAYARA-Lab

    The アマヤラ Lab project provides a ready-to-use Jupyter Lab environment to help out with Android malware analysis using YARA rules.

    Project mention: Android Malware Analysis YARA with JupyterLab | reddit.com/r/JupyterNotebooks | 2022-04-23

    アマヤラ (Android Malware Analysis YARA) Lab is a project that provides a ready-to-use Jupyter Lab environment to help out with Android malware analysis using YARA rules. Give a look at the GitHub repo!

  • monero-mrl-mj

    Experiments for Monero Research Lab (MRL)

    Project mention: mj's dev report May-June 2022 (3/3) | reddit.com/r/Monero | 2022-06-18

    Rucknium, J-Bermann and me are breaking down the decoy algorithm in order to better understand its flow by performing statistical tests on it. For this, we need to have an alternative implementation. Python was chosen to be the language, which offers a large variety of frameworks and is widely used among Researchers. My take is being documented here.

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 2022-09-23.

Jupyter Notebook Research related posts

Index

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

Project Stars
1 google-research 25,222
2 datasets 1,934
3 hyperlearn 1,411
4 image-crop-analysis 231
5 benford_py 126
6 deepcourse 108
7 cobaltstrike-beacon-data 95
8 tabular-dl-num-embeddings 95
9 mnist1d 75
10 tabular-dl-revisiting-models 44
11 tnb-analysis 24
12 AMAYARA-Lab 1
13 monero-mrl-mj 0
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