jaircastruita
/ MildNet_Train.py
Created
March 5, 2021 07:00
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| model = MildNet() | |
| device = torch.device("cuda" if torch.cuda.is_available() else "cpu") | |
| model.to(device) | |
| criterion = nn.TripletMarginLoss(reduction="none", margin=0.1) | |
| optimizer = torch.optim.Adam(model.parameters()) | |
| n_epochs = 161 | |
| print_every = 20 | |
| eval_losses = [] |
jaircastruita
/ MildNet.py
Created
March 5, 2021 06:42
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| class MildNet(nn.Module): | |
| ''' | |
| Reference: | |
| https://github.com/gofynd/mildnet/blob/master/trainer/model.py | |
| ''' | |
| def __init__(self): | |
| super(MildNet, self).__init__() | |
| # VGG16 part | |
| self.convblock1 = nn.Sequential( |
jaircastruita
/ PokemonDataset.py
Created
March 5, 2021 06:39
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| class PokemonDataset(Dataset): | |
| def __init__(self, images, root_dir, imageset=None): | |
| """ | |
| pokemon dataset: loads image and target | |
| """ | |
| self.imageset = np.load(imageset, mmap_mode="r+") if not imageset is None else None | |
| self.root_dir = root_dir | |
| self.images = images | |
| self.anchor_transform = transforms.Compose([ |
jaircastruita
/ Gershenson_SARIMA
Created
June 19, 2016 23:29
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| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:a335db0b8a53af13275b4349230c1da2cfc2cfb3656ff35165ac0953e5d11441" | |
| }, |
jaircastruita
/ SARIMA-time-series
Last active
June 17, 2016 23:41
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| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:54166f6914b9ffaf3770b33c61adc8ba2fb19fcb83dc41d343e3f243da1c2350" | |
| }, |
jaircastruita
/ Head vs Body forecast
Created
June 13, 2016 01:43
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| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:7dcbc3494d103bb64638a59d37b2f07316e47138a6a03f43f38c153b5ea5e2b1" | |
| }, |
jaircastruita
/ de-trend_ARMA_ARIMA_correlation_test
Created
May 31, 2016 18:34
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| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:0d6cec8428c42be839832b08cbffae47bbb34cabb8643b9e4f0dbac014f577de" | |
| }, |
jaircastruita
/ ECOBICI_analysis_consensus_cluster_corrected
Created
May 6, 2016 22:33
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| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:bc9e1652c8a802dca603f12cdc6f292033e9bc0ca0c93fb1c07808754617a29a" | |
| }, |
jaircastruita
/ ECOBICI_analysis_cluster_in_out
Created
May 6, 2016 18:38
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| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:a8398ce40087121501e924c32e900fecbc5db8dd5d2713c651e50d79a75f3012" | |
| }, |
jaircastruita
/ geopandas_folium
Created
May 4, 2016 04:38
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| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:3f377aaa4530cb2b7f98231fc80000d4ce68686f1805ceaa487a9269a324a17d" | |
| }, |
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