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@VictorTaelin
VictorTaelin / implementing_fft.md
Last active December 25, 2025 23:29
Implementing complex numbers and FFT with just datatypes (no floats)

Implementing complex numbers and FFT with just datatypes (no floats)

In this article, I'll explain why implementing numbers with just algebraic datatypes is desirable. I'll then talk about common implementations of FFT (Fast Fourier Transform) and why they hide inherent inefficiencies. I'll then show how to implement integers and complex numbers with just algebraic datatypes, in a way that is extremely simple and elegant. I'll conclude by deriving a pure functional implementation of complex FFT with just datatypes, no floats.

@mahemoff
mahemoff / README.md
Last active October 24, 2025 20:08
Vim Terminal Mode - A short introduction

Vim has a Terminal Mode!

Since v8.1 (May 2018), Vim has shipped with a built-in terminal. See https://vimhelp.org/terminal.txt.html or type :help terminal for more info.

Why use this? Mainly because it saves you jumping to a separate terminal window. You can also use Vim commands to manipulate a shell session and easily transfer clipboard content between the terminal and files you're working on.

Key Bindings

@huytd
huytd / todo.vim
Created June 14, 2020 07:34
A Todo list syntax in Vim, with an actual checkbox
" Vim syntax file
" Language: Todo
" Maintainer: Huy Tran
" Latest Revision: 14 June 2020
if exists("b:current_syntax")
finish
endif
" Custom conceal
@yegappan
yegappan / VimScriptForPythonDevelopers.MD
Last active October 12, 2025 01:36
Vim script for Python Developers

Vim Script for Python Developers

This is a guide to Vim Script development for Python developers. Sample code for the various expressions, statements, functions and programming constructs is shown in both Python and Vim Script. This is not intended to be a tutorial for developing Vim scripts. It is assumed that the reader is familiar with Python programming.

For an introduction to Vim Script development, refer to usr_41.txt, eval.txt and Learn Vimscript the Hard Way

For a guide similar to this one for JavaScript developers, refer to Vim Script for the JavaScripter

This guide only describes the programming constructs that are present in both Python and Vim. The constructs that are unique to Vim (e.g. autocommands, [key-mapping](https://vimhelp.org/map.txt.html#key-m

@johnhw
johnhw / umap_sparse.py
Last active May 11, 2025 07:18
1 million prime UMAP layout
### JHW 2018
import numpy as np
import umap
# This code from the excellent module at:
# https://stackoverflow.com/questions/4643647/fast-prime-factorization-module
import random
@kmjjacobs
kmjjacobs / gru_tensorflow.py
Last active August 14, 2022 17:10
GRU (Gated Recurrent Unit) implementation in TensorFlow and used in a simple Machine Learning task. The corresponding tutorial is found on Data Blogger: https://www.data-blogger.com/2017/08/27/gru-implementation-tensorflow/.
#%% (0) Important libraries
import tensorflow as tf
import numpy as np
from numpy import random
import matplotlib.pyplot as plt
from IPython import display
% matplotlib inline
#%% (1) Dataset creation.
@EncodeTS
EncodeTS / keras VGG-Face Model.md
Last active February 19, 2024 06:56
VGG-Face model for keras

VGG-Face model for Keras

This is the Keras model of VGG-Face.

It has been obtained through the following method:

  • vgg-face-keras:directly convert the vgg-face matconvnet model to keras model
  • vgg-face-keras-fc:first convert vgg-face caffe model to mxnet model,and then convert it to keras model

Details about the network architecture can be found in the following paper: