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@karpathy
karpathy / gist:587454dc0146a6ae21fc
Last active March 19, 2024 05:50
An efficient, batched LSTM.
"""
This is a batched LSTM forward and backward pass
"""
import numpy as np
import code
class LSTM:
@staticmethod
def init(input_size, hidden_size, fancy_forget_bias_init = 3):
import numpy as np
from scipy import linalg
from sklearn.utils import array2d, as_float_array
from sklearn.base import TransformerMixin, BaseEstimator
class ZCA(BaseEstimator, TransformerMixin):
def __init__(self, regularization=10**-5, copy=False):
self.regularization = regularization
@MohamedAlaa
MohamedAlaa / tmux-cheatsheet.markdown
Last active May 10, 2024 16:49
tmux shortcuts & cheatsheet

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname
@christophermanning
christophermanning / README.mkd
Last active August 28, 2023 00:46
Hamiltonian Graph Builder
<style type="text/css">p {text-align:center;width: auto}</style>

Created by Christopher Manning

Gallery

Axle Eight Fibbobaci Florets [![Star]