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Latency Comparison Numbers | |
-------------------------- | |
L1 cache reference 0.5 ns | |
Branch mispredict 5 ns | |
L2 cache reference 7 ns 14x L1 cache | |
Mutex lock/unlock 25 ns | |
Main memory reference 100 ns 20x L2 cache, 200x L1 cache | |
Compress 1K bytes with Zippy 3,000 ns 3 us | |
Send 1K bytes over 1 Gbps network 10,000 ns 10 us | |
Read 4K randomly from SSD* 150,000 ns 150 us ~1GB/sec SSD |
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/** | |
* Created by Ishank Gulati on 14/10/16. | |
* Observer as per Observer design pattern. | |
*/ | |
public interface RVObserver { | |
void update(RecyclerViewItemClickListener listener); | |
} |
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# Multi dimensional Kalman filter | |
from math import * | |
class matrix: | |
# implements basic operations of a matrix class | |
def __init__(self, value): | |
self.value = value |
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/* Anisotropic (Perona–Malik) Diffusion | |
Author: Ishank Gulati <[email protected]> | |
Reference | |
--------- | |
Scale-Space and Edge Detection using Anisotropic Diffusion | |
Pietro Perona and Jitendra Malik | |
IEEE Transactions on Pattern Analysis and Machine Intelligence, VOL. 12, NO. 7, JULY 1990 |
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"""Clustering using Genetic Algorithm""" | |
# Author: Ishank Gulati <[email protected]> | |
from __future__ import print_function | |
from __future__ import division | |
import numpy as np | |
from scipy.spatial.distance import euclidean | |
import scipy.misc as spm |
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"""Kernel K-means""" | |
# Author: Mathieu Blondel <[email protected]> | |
# License: BSD 3 clause | |
import numpy as np | |
from sklearn.base import BaseEstimator, ClusterMixin | |
from sklearn.metrics.pairwise import pairwise_kernels | |
from sklearn.utils import check_random_state |
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"""Image Segmentation using K-means Clustering""" | |
# Author: Ishank Gulati <[email protected]> | |
from __future__ import print_function | |
from __future__ import division | |
import numpy as np | |
from scipy.spatial.distance import euclidean | |
import scipy.misc as spm |