Skip to content

Instantly share code, notes, and snippets.

View Shmuma's full-sized avatar

Max Lapan Shmuma

528 followers · 33 following
View GitHub Profile
@Shmuma
Shmuma / keybase.md
Created December 7, 2018 09:53

Keybase proof

I hereby claim:

  • I am shmuma on github.
  • I am shmuma (https://keybase.io/shmuma) on keybase.
  • I have a public key ASB-Udjo8uXeywt8Q8Ur3dPLK5cKWdwA8-Nog8tOPGNp8go

To claim this, I am signing this object:

@Shmuma
Shmuma / gist:97c7482cab4b0105c96de3ccd383c87f
Created October 2, 2017 08:40
PyTorch byte Variable overflow
>>> import torch
>>> from torch.autograd import Variable
>>> t = torch.ByteTensor([240, 240])
>>> t.sum()
480
>>> v = Variable(t)
>>> v
Variable containing:
240
240
@Shmuma
Shmuma / gpu_mem.py
Last active August 12, 2017 06:46
#!/usr/bin/env python3
# test memory leak on long RNN sequences
from tqdm import tqdm
import random
import numpy as np
import itertools
import torch
import torch.optim as optim
import torch.nn as nn
@Shmuma
Shmuma / gist:eabe4e50be0773bdb8ddf2056bcc262c
Created June 23, 2017 13:11
Reinforce algorithm
https://github.com/Shmuma/rl/blob/ptan/ptan/samples/reinforce.py
@Shmuma
Shmuma / gist:7e7f4810a29bcdccb88fef4b713807c6
Created May 5, 2017 08:22
DQN with experience replay
Code: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/dqn_expreplay_doom.py
Config: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/runs/dqn_exp_doom_predict.ini
@Shmuma
Shmuma / gist:505d05178a53788d8284ae4061f93901
Created May 4, 2017 20:10
DQN with experience replay
Code: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/dqn_expreplay_doom.py
Config: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/runs/dqn_exp_doom_defend_line.ini
@Shmuma
Shmuma / gist:f04e98d875f17ecb7a5d40a3b54f37fc
Created May 4, 2017 20:07
DQN with experience replay
Code: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/dqn_expreplay_doom.py
Config: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/runs/dqn_exp_doom_defend_center.ini
@Shmuma
Shmuma / gist:4cf12c8cc293bf70bc95120dc41fcfc4
Created May 4, 2017 12:33
DQN with experience replay
Code: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/dqn_expreplay_doom.py
Config: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/runs/dqn_exp_doom_health.ini
@Shmuma
Shmuma / gist:744cf0330eaf3e4fa39a06130466c259
Created May 4, 2017 11:29
DQN with experience replay
Code: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/dqn_expreplay_doom.py
Config: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/runs/dqn_exp_doom_basic.ini
@Shmuma
Shmuma / gist:43ea4ad72e8801c5e958a15c95d80583
Created May 4, 2017 10:41
DQN with experience replay.
Code: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/dqn_expreplay_doom.py
Config: https://github.com/Shmuma/rl/blob/ptan/ptan/samples/runs/dqn_exp_doom_corridor.ini