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TanmDL / 0.useful.md
Created June 28, 2022 02:31 — forked from felipemoraes/0.useful.md
Machine Learning Interview Questions
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TanmDL / pytorch_resume_training
Created November 6, 2019 05:36 — forked from ptrblck/pytorch_resume_training
import torch
import torch.nn as nn
import torch.optim as optim
from torch.autograd import Variable
import torch.nn.functional as F
import matplotlib.pyplot as plt
import numpy as np
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TanmDL / weight_init.py
Created September 25, 2019 00:59 — forked from jeasinema/weight_init.py
A simple script for parameter initialization for PyTorch
#!/usr/bin/env python
# -*- coding:UTF-8 -*-
import torch
import torch.nn as nn
import torch.nn.init as init
def weight_init(m):
'''
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TanmDL / normalize_image.ipynb
Created August 15, 2019 04:55 — forked from anonymous/normalize_image.ipynb
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TanmDL / mutual_info.py
Created June 6, 2019 03:48 — forked from GaelVaroquaux/mutual_info.py
Estimating entropy and mutual information with scikit-learn
'''
Non-parametric computation of entropy and mutual-information
Adapted by G Varoquaux for code created by R Brette, itself
from several papers (see in the code).
These computations rely on nearest-neighbor statistics
'''
import numpy as np
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TanmDL / covarianceSSVEPextraction.ipynb
Created May 7, 2019 10:38 — forked from sylvchev/covarianceSSVEPextraction.ipynb
Building extended SSVEP covariance matrices for EEG-based cerebral interfaces
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