cschell

from typing import List

from optuna.samplers import GridSampler
from optuna.study import Study
from optuna.trial import TrialState

class CustomGridSampler(GridSampler):
    def _get_unvisited_grid_ids(self, study: Study) -> List[int]:

        # List up unvisited grids based on already finished ones.

cschell

losses = []
loss_function = nn.NLLLoss()
model = LeModel(len(vocab))
optimizer = optim.SGD(model.parameters(), lr=0.001)

for epoch in tqdm(range(1), leave=False):
    total_loss = 0
    for context, target in tqdm(data, leave=False):
        model.zero_grad()
        

cschell

import torch
import torch.nn as nn
import torch.nn.functional as F
import torch.optim as optim

class CBOW(nn.Module):
    def __init__(self, vocab_size: int, embedding_dim: int = 100, context_size: int = 4):
        super(CBOW, self).__init__()
        self.embeddings = nn.Embedding(vocab_size, embedding_dim)
        self.linear1 = nn.Linear(context_size * embedding_dim, 128)

cschell

# based on [sberryman/Dockerfile.yml](https://gist.github.com/sberryman/82a6d13a44f9c4a3bfaf9263b36c92ed)
# You need the cuda drivers and [nvidia-docker](https://github.com/NVIDIA/nvidia-docker)
#
# build with
#       docker build .
#
# run with
#       docker run --runtime=nvidia -it --rm -v $(realpath ./data):/root/AlphaPose/data [imagename] ./run.sh --indir=/root/AlphaPose/data/in/ --outdir=data/out

FROM nvidia/cuda:8.0-cudnn5-devel

cschell

cschell

# Usage: ruby last_game.rb <summoner_name> <na/euw/...>

require "net/http"
require "json"
require "date"

# TODO: Insert your own key here!
API_KEY = "<YOUR-RIOT-API-KEY-HERE>"

@summoner_name = ARGV[0]

cschell

lftp -u <ftp_user>,<ftp_password> <ftp_host> -e "rm -rf `date  --date="3 days ago" '+%Y-%m-%d_'`*; exit"

# make sure to escape % for cron:
lftp -u <ftp_user>,<ftp_password> <ftp_host> -e "rm -rf `date  --date="3 days ago" '+\%Y-\%m-\%d_'`*; exit"

cschell

# shell command:
pg_dump <db_name> -U <db_user> -h <db_host> | gzip | curl -u <ftp_user>:<ftp_password> ftp://<ftp_host>/`date '+%Y-%m-%d_%H-%M'`/db_backup.sql.gz --ftp-create-dirs -T -

# if you want to execute it through cron, be sure to escape all %!
# for crontab:
pg_dump <db_name> -U <db_user> -h <db_host> | gzip | curl -u <ftp_user>:<ftp_password> ftp://<ftp_host>/`date '+\%Y-\%m-\%d_\%H-\%M'`/db_backup.sql.gz --ftp-create-dirs -T -

cschell

### Keybase proof

I hereby claim:

  * I am cschell on github.
  * I am cschell (https://keybase.io/cschell) on keybase.
  * I have a public key whose fingerprint is D5A4 78EF 6166 5BAC A6D5  E6AC 4BED 524B 758B D750

To claim this, I am signing this object: