The spiral neural ODE was used as the training benchmark for both torchdiffeq (Python) and DiffEqFlux (Julia) which utilized the same architecture and 500 steps of ADAM. Both achived similar objective values at the end. Results:
| Topic 0: based order via usual currently old changes cached address users configure shutdown cache caching shared | |
| Topic 1: written seen means simple operations contexts within wtf flows fieldname executes motivation flow iteration oop | |
| Topic 2: conference found main extensions download info latest clone requirements defense framework exp tower zend labs | |
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| Topic 6: still way to-do created things main coded something vote made based stats written simple game | |
| Topic 7: yeoman dependencies started package bower.io installation watch gruntjs.com installed grunt-cli clone backbone bower grunt npm | |
| Topic 8: tree bar format quick compare modified tool meaningful shows diffe |
#homebrew #brew #nix #nixos
I'll be honest with ya'll, you don't wanna get away from Homebrew completely, yes, I'll explain!
I've been using Nix package manager in all my MacOS machines about 3-4 months and I always kept Homebrew installed. You see, Nix is a very good package manager and with its home-manager, it becomes a good config farm as well. However, installing & managing GUI & unfree apps via Nix has been a quite painful experience for me. Sometimes, it wouldn't run properly, crash or wouldn't even start. Also, Nix doesn't have most of GUI packages that Homebrew has. Therefore, I keep homebrew and use it only for its "casks" registry to install GUI & unfree apps whereas having nix to manage dot file configurations and cli apps.
| { lib, ... }: | |
| { | |
| # Enable forwarding between all interfaces, restrictions between | |
| # individual links are enforced by firewalling. | |
| boot.kernel.sysctl = { | |
| "net.ipv6.conf.all.forwarding" = lib.mkForce 1; | |
| "net.ipv4.forward" = lib.mkForce 1; | |
| }; | |
| systemd.network.config = { |
root@main:~ # vm create -t debian -s 100G nixos
root@main:~ # vm iso /stuff/downloads/nixos-graphical-18.03.132192.ce0d9d638de-x86_64-linux.iso
root@main:~ # vm -f install nixos nixos-graphical-18.03.132192.ce0d9d638de-x86_64-linux.iso
determine the 'init' executable path from '(cd0)/isolinux/isolinux.cfg'. look for a line which start's with: 'APPEND init=/nix/store/.....'
| # Generates necessary certificates to ~/.docker | |
| # | |
| # Usage: | |
| # bundle install | |
| # ruby certgen.rb <domain> | |
| require 'certificate_authority' | |
| require 'fileutils' | |
| if ARGV.empty? |