Sihyung Park naturale0
View install_ds_packages.sh
| pkg update | |
| pkg install python build-essential freetype libpng libzmq libcrypt libjpeg-turbo libxml2 libxslt | |
| pip install bs4 requests lxml | |
| curl -LO https://its-pointless.github.io/setup-pointless-repo.sh | |
| bash setup-pointless-repo.sh | |
| pkg install numpy scipy | |
| pip install matplotlib jupyter |
naturale0
/ nonparametric function estimation.ipynb
Created Mar 3, 2021
View nonparametric function estimation.ipynb
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naturale0
/ translation_char_example.py
Last active Feb 19, 2021
— forked from akurniawan/translation_char_example.py
View translation_char_example.py
| import itertools | |
| from torchtext.experimental.datasets import TextClassificationDataset | |
| from torchtext.vocab import build_vocab_from_iterator | |
| from torchtext.experimental.functional import sequential_transforms | |
| from torchtext.experimental.datasets import IMDB | |
| from torchtext.data.utils import get_tokenizer | |
| from torch.nn.utils.rnn import pack_padded_sequence | |
| def build_char_vocab(data, index, bow="<w>", eow="</w>"): |
naturale0
/ NLPM_pytorch.ipynb
Last active Feb 5, 2021
implementation of NPLM (pytorch & tensorflow)
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naturale0
/ quantile_normalize_example.py
Created Jul 19, 2019
View quantile_normalize_example.py
| # In []: | |
| import pandas as pd | |
| import numpy as np | |
| import seaborn as sns | |
| import matplotlib.pyplot as plt | |
| import scipy as sp | |
| A = np.random.normal(5, 1, 100) | |
| B = np.random.normal(3, 1.5, 100) | |
| C = np.random.normal(4, 2, 100) |
View pretrain-WSL.ipynb
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naturale0
/ Weakly-supervised_localizer.ipynb
Last active Jun 17, 2018
Facial Emotion Recognition - WSL
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View Understanding_ANN_3.ipynb
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naturale0
/ Understaning_ANN_2.ipynb
Last active Oct 31, 2020
Implementation of (1) softmax classifier with polynomial kernel function, (2) 2-layer neural network
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naturale0
/ Understanding_ANN_1.ipynb
Last active Oct 22, 2020
Implementation of linear (Softmax) classifier with python 2.7.
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