hall-symbols vs chemprop

hall-symbols

Haskell Hall Symbols Library (by narumij)

Chemistry

Source Code

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chemprop

Message Passing Neural Networks for Molecule Property Prediction (by chemprop)

Machine Learning Chemistry neural-networks drug-discovery

Source Code

chemprop.csail.mit.edu

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hall-symbols		chemprop
	Project
-	Mentions	1
3	Stars	1,531
-	Growth	4.8%
0.0	Activity	8.9
over 3 years ago	Latest Commit	7 days ago
Haskell	Language	Python
BSD 3-clause "New" or "Revised" License	License	GNU General Public License v3.0 or later

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

hall-symbols

Posts with mentions or reviews of hall-symbols. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning hall-symbols yet.
Tracking mentions began in Dec 2020.

chemprop

Posts with mentions or reviews of chemprop. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-02-25.

Project Update 20201131
2 projects | /r/CompDrugNerds | 25 Feb 2021

There have been many attempts at this, the most sucessful of which is MIT's ChemProp, which we are actively working on tuning for our goals!

What are some alternatives?

When comparing hall-symbols and chemprop you can also consider the following projects:

matrix-as-xyz - Haskell Jones-Faithful notation Library

hummingbird - Hummingbird compiles trained ML models into tensor computation for faster inference.

radium-formula-parser

pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

seitz-symbol - Read and Display Seitz Symbol

Keras - Deep Learning for humans

radium - Haskell library for chemistry

ml-psychs

isotope - Haskell library containing isotopic masses and relative abundances for elements from Hydrogen to Bismuth and Thorium and Uranium (excluding Technetium and promethium), i.e., all elements with naturally-occurring isotopes.

libRL - A Python library for characterizing Microwave Absorption

faceswap - Deepfakes Software For All

chemiscripts - translate ASCII chemical formulas into Unicode