Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.
Nicolas Santini nsantini
GavinXing
/ mini-word2vec-pytorch.py
Created
August 6, 2017 01:44
A complete word2vec based on pytorch tutorial
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # encoding=utf-8 | |
| # Project: learn-pytorch | |
| # Author: xingjunjie github: @gavinxing | |
| # Create Time: 29/07/2017 11:58 AM on PyCharm | |
| # Basic template from http://pytorch.org/tutorials/beginner/nlp/word_embeddings_tutorial.html | |
| import torch | |
| import torch.nn as nn | |
| import torch.autograd as autograd | |
| import torch.optim as optim |
pwalsh
/ mac-osx-development-environment.rst
Last active
February 4, 2020 18:38
A development environment configuration on Mac OS X using Homebrew for package management. The configuration supports web app development in Python and Node. Additionally, there are some dependencies for audio synthesis projects in Python and Clojure.
Homebrew [ http://brew.sh/ ]
It all begins with Homebrew. This setup uses Homebrew for almost everything, including things your Mac ships with, like Python.
Managing everything in Homebrew lets us use the most up-to-date packages available, and means we are not subject to any customizations, however small, Apple makes to their packaged software.