maurosilber

marktext

📝A simple and elegant markdown editor, available for Linux, macOS and Windows.

ruff

An extremely fast Python linter and code formatter, written in Rust.

causalml

Uplift modeling and causal inference with machine learning algorithms

EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

battery

CLI/GUI for managing the battery charging status for Apple silicon (M1, M32, M3) Macs

DifferentialEquations.jl

Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

sharingbuttons.io

Quickly generate social sharing buttons with a tiny performance footprint

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

ward

Ward is a modern test framework for Python with a focus on productivity and readability.

asv

Airspeed Velocity: A simple Python benchmarking tool with web-based reporting

python-ternary

:small_red_triangle: Ternary plotting library for python with matplotlib

Blunt

A CSS framework that helps with layouts and leaves your styling alone.

plum

Multiple dispatch in Python

colour-demosaicing

CFA (Colour Filter Array) demosaicing algorithms for Python

unicodeit

Converts LaTeX tags to unicode: \mathcal{H} → ℋ. Available on the web or as Automator script for the Mac.

awesome-causality

Resources related to causality

robustdg

Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.

tox-conda

Make tox cooperate with conda envs

cachey

Caching based on computation time and storage space

OAD

Collection of tools and scripts useful to automate microscopy workflows in ZEN Blue using Python and Open Application Development tools and AI tools.

zotero-open-pdf

ndindex

A Python library for manipulating indices of ndarrays

GillesPy2

Modeling toolkit for biochemical simulation

snake-egg

Python bindings for egg

numba-progress

A progress bar implementation in numba using tqdm.

biosimulations

A platform for sharing and reusing biomodeling studies including models, simulations, and visualizations of their results

tyto

Use ontology terms in your Python application

udiff

Automatic differentiation with uarray/unumpy.

napari-time-slicer

A meta plugin for processing timelapse data timepoint by timepoint in napari