Feel free to contact me at [email protected] or tweet at me @statisticsftw
This is a rough outline of how we utilize next.js and S3/Cloudfront. Hope it helps!
It assumes some knowledge of AWS.
Pablo Soto psoto
rbalicki2
/ How we use cloudfront and next.js.md
Created
April 21, 2018 20:35
karpathy
/ pg-pong.py
Created
May 30, 2016 22:50
Training a Neural Network ATARI Pong agent with Policy Gradients from raw pixels
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| """ Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """ | |
| import numpy as np | |
| import cPickle as pickle | |
| import gym | |
| # hyperparameters | |
| H = 200 # number of hidden layer neurons | |
| batch_size = 10 # every how many episodes to do a param update? | |
| learning_rate = 1e-4 | |
| gamma = 0.99 # discount factor for reward |
yefim
/ Dockerrun.aws.json
Last active
July 22, 2025 01:10
Build a Docker image, push it to AWS EC2 Container Registry, then deploy it to AWS Elastic Beanstalk
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| { | |
| "AWSEBDockerrunVersion": "1", | |
| "Image": { | |
| "Name": "<AWS_ACCOUNT_ID>.dkr.ecr.us-east-1.amazonaws.com/<NAME>:<TAG>", | |
| "Update": "true" | |
| }, | |
| "Ports": [ | |
| { | |
| "ContainerPort": "443" | |
| } |
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| #!/usr/bin/env python | |
| """ | |
| GTF.py | |
| Kamil Slowikowski | |
| December 24, 2013 | |
| Read GFF/GTF files. Works with gzip compressed files and pandas. | |
| http://useast.ensembl.org/info/website/upload/gff.html |