science4fun Goto Github PK

loguru

Python logging made (stupidly) simple

lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

machine-learning

machine-learning-systems-design

A booklet on machine learning systems design with exercises

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

matrix-completion

Python library for a few approaches at matrix completion.

mercury-parser

📜 Extracting content from the chaos of the web.

ml_assignment

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

modin

Modin: Speed up your Pandas workflows by changing a single line of code

monokai.terminal

:rainbow: Default theme for Sublime Text for OS X Terminal and iTerm

mycli

A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.

ncm2

:heart: Slim, Fast and Hackable Completion Framework for Neovim. Subscribe https://github.com/ncm2/ncm2/issues/1 for update.

neural-fingerprint

Convolutional nets which can take molecular graphs of arbitrary size as input.

nmflibrary

MATLAB library for non-negative matrix factorization (NMF): Version 1.8.0

nmt

TensorFlow Neural Machine Translation Tutorial

numpy-ml

Machine learning, in numpy

ohmnet

OhmNet: Representation learning in multi-layer graphs

pdf2htmlex

Convert PDF to HTML without losing text or format.

peakonly

pepconf

Benchmark and reference set for conformational energies in peptides

phate

PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.

pk-sim

PK-Sim® is a comprehensive software tool for whole-body physiologically based pharmacokinetic modeling

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

problem-solving-with-algorithms-and-data-structures-using-python

Examples and work from Problem Solving with Algorithms and Data Structures Using Python

programming-pearls-2nd-python

Python samples of Programming Pearls

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pybiomed

machine learning, molecular descriptor

pycma

Python implementation of CMA-ES

pydeepgp

Deep Gaussian Processes in Python