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""" Poisson-loss Factorization Machines with Numba
Follows the vanilla FM model from:
Steffen Rendle (2012): Factorization Machines with libFM.
In: ACM Trans. Intell. Syst. Technol., 3(3), May.
http://doi.acm.org/10.1145/2168752.2168771
See also: https://github.com/coreylynch/pyFM
"""
@bishboria
bishboria / springer-free-maths-books.md
Last active May 10, 2025 04:28
Springer made a bunch of books available for free, these were the direct links
@lispnik
lispnik / init.el
Created February 12, 2016 20:06
~/.emacs.d/init.el
(if window-system
(tool-bar-mode -1)
(menu-bar-mode -1))
(when (eq window-system 'ns)
(add-to-list 'default-frame-alist '(height . 80))
(add-to-list 'default-frame-alist '(width . 132)))
(require 'package)
(setq package-enable-at-startup nil)
(add-to-list 'package-archives '("melpa" . "https://melpa.org/packages/"))
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@fperez
fperez / SimpleNeuralNets.ipynb
Last active April 19, 2022 18:52
Notes for "Why does deep and cheap learning work so well?" (ArXiv:1608.08225v1/cond-mat.dis-nn) by Lin and Tegmark.
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@ericdill
ericdill / render_env.py
Last active October 20, 2021 20:22
Render the dependency graph for your conda environment (needs graphviz!)
import json
import glob
import os
from os.path import join, basename
# install this with "conda install -c conda-forge python-graphviz"
import graphviz as gv
# path to your conda environment
path = os.environ.get('CONDA_PREFIX')
if path is None:
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@jakevdp
jakevdp / VegaMagic.ipynb
Created January 17, 2018 19:04
Simple Vega/Vega-Lite magic function
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