Giter Site home page Giter Site logo

kochgroup / intro_pharma_ai Goto Github PK

View Code? Open in Web Editor NEW
120.0 4.0 21.0 15.87 MB

A collection of Jupyter Notebooks that are designed to teach life science students about deep learning.

Home Page: https://doi.org/10.1002/ardp.202200628

License: Other

Python 1.21% Jupyter Notebook 98.79%
ai deep-learning instructions machine-learning cheminformatics

intro_pharma_ai's Issues

Found some German inside the notebooks

Hey, very nice notebooks you have.
I enjoyed a lot, but occasionally I find some German inside the English version. I will add the screenshots here, so you would be able to fix it some day:)
Many thanks for your work!
Screenshot 2023-05-22 at 16 29 40

Missing "In this section you'll learn" in multiple notebooks (EN & GER)

We should add the section, so advanced users can skip certain notebooks / skip to certain sections.
Also rename the section (either "Learning Objectives" or "In this section you'll learn".

Notebook EN GER ("Lernziele")
01 - Introduction to Jupyter missing missing
02 - Introduction to Python missing missing
03 - Cheminformatics
04 - Linear Regression
05 - Data Science
06 - Linear Algebra for NN
07 - First Neural Net
08 - PyTorch
09 - Convolutional Neural Network missing missing
10 - Transfer Learning
11 - Recurrent Neural Networks missing missing
12 - Autoencoders called "Learning Objectives"
13 - Graph Neural Networks called "Learning Objectives"
14 - Summary called "Learning Objectives"

for function onehotencode().

hi, thanks a lot to provide such good materials for learning.
i have a question about setion 13, as mentioned,
For the one-hot encoding of the atoms we use the already written function onehotencode().

but i cannot find the function in other sections. could you please provide more detailed codes for this function?
many thanks,

best,

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.