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Top 7 Jupyter Notebook computer-science Projects
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AcademicContent
Free tech resources for faculty, students, researchers, life-long learners, and academic community builders for use in tech based courses, workshops, and hackathons.
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selfie
An educational software system of a tiny self-compiling C compiler, a tiny self-executing RISC-V emulator, and a tiny self-hosting RISC-V hypervisor.
Project mention: Best book on writing an optimizing compiler (inlining, types, abstract interpretation)? | reddit.com/r/ProgrammingLanguages | 2023-04-17 -
ONLYOFFICE
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ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
As others have said, you won't need calculus immediately, but it's important that you make a good attempt at learning up to Calc3. I also didn't have a math heavy undergrad so it took a lot of self-study for me, but it's possible. Simulation has a great math boot camp at the beginning to review everything but you'll want to be prepped with Calc before that because that class is all calculus based probability. Some other good resources are the 3Blue1Brown videos on YouTube. They have a great series for both calc & linear algebra to talk through all the intuition with visuals. I also really like John Krohns series because you code through the math which is very applicable for us in this program. I only did his linear Algebra, but he has a whole series with Calc and probability, too. https://github.com/jonkrohn/ML-foundations
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Project mention: For variables should I use the smallest type possible? | reddit.com/r/rust | 2023-01-04
If you're interested in performance oriented programming, check out Algorithmica. It's a free online book that treats this topic in-depth.
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Multi-Type-TD-TSR
Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:
Project mention: [D] Getting super-level table extraction | reddit.com/r/MachineLearning | 2022-08-23Recently, I've been researching extracting tables from image documents. First I tried with pdfs, however, the data extraction libraries like camelot are inconsistent. I found a deep learning model called CascadeTabNet. The detection results are okay but cell recognition is poor. I even found Multi-Type-TD-TSR for table extraction. It uses image processing techniques to find the grids. It performs well on structured and bordered tables. However, it messes up if the cell is not properly aligned. Even if extraction is successful, aggregation of multi-line cells, i.e post-processing, is not very obvious.
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Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning
My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.
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Project mention: Help regarding Perceptron exercise. Im having trouble understanding how to implement it in MATLAB. Its my first time trying, I was able to do previous excersises but Im not sure about this and would really appreciate some help. Links of my code in the comments. | reddit.com/r/learnmachinelearning | 2022-09-22
Thank you so much to everyone. I leave the code if interested https://github.com/SeaWar741/ITC/blob/master/7to_Semestre/INT301-2223-S1-Bio-Computation/Lab1/Exercise2.m
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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 2023-04-17.
Jupyter Notebook computer-science related posts
- Selfie: An educational platform for teaching systems engineering
- Selfie: An educational platform for teaching systems engineering
- An educational software system of a tiny self-compiling C compiler, a tiny self-executing RISC-V emulator, and a tiny self-hosting RISC-V hypervisor.
- An educational software system of a tiny self-compiling C compiler, a tiny self-executing RISC-V emulator, and a tiny self-hosting RISC-V hypervisor.
- Selfie: An Educational Platform For Teaching Systems Engineering
- Selfie: An educational platform for teaching systems engineering
- Selfie: An educational platform for teaching systems engineering
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A note from our sponsor - ONLYOFFICE
www.onlyoffice.com | 1 Jun 2023
Index
What are some of the best open-source computer-science projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | AcademicContent | 2,565 |
| 2 | selfie | 2,246 |
| 3 | ML-foundations | 2,152 |
| 4 | algorithmica | 2,019 |
| 5 | Multi-Type-TD-TSR | 198 |
| 6 | Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning | 44 |
| 7 | ITC | 4 |
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