chrulm

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

openai-cookbook

Examples and guides for using the OpenAI API

localstack

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

pure-bash-bible

📖 A collection of pure bash alternatives to external processes.

faiss

A library for efficient similarity search and clustering of dense vectors.

moto

A library that allows you to easily mock out tests based on AWS infrastructure.

osmnx

OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

aizynthfinder

A tool for retrosynthetic planning

datamol

Molecular Processing Made Easy.

ModernConvNets

Revisions and implementations of modern Convolutional Neural Networks architectures in TensorFlow and Keras

rxnfp

Reaction fingerprints, atlases and classification. Code complementing our Nature Machine Intelligence publication on "Mapping the space of chemical reactions using attention-based neural networks" (http://rdcu.be/cenmd).

SynNet

drfp

An NLP-inspired chemical reaction fingerprint based on basic set arithmetic.

reaction_utils

Utilities for working with datasets of chemical reactions, reaction templates and template extraction.

OChemR

From a chemical reaction image, detect and classify molecules, text and arrows by using the Vision Transformer DETR. Comparisons with well-established CNNs (RetinaNet and FasterRCNN also provided). The detections are then translated into text "OCR" or into SMILES. The direction of the reaction is learned and preserved into the output files.

mist

Encoding MS/MS spectra using formula transformers for inferring molecular properties

HybridML

Hybrid Modeling Framework

lassohighlight

Tool to add substructure highlighting to molecules drawn with RDKit

RandomizedDiagonalEstimation.jl

Julia Package for randomized diagonal estimation of matrices and matrix functions