jaircastruita
/ MildNet_Train.py
Created
March 5, 2021 07:00
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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
This file has been truncated, but you can view the full file.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:a335db0b8a53af13275b4349230c1da2cfc2cfb3656ff35165ac0953e5d11441" | |
| }, |
jaircastruita
/ SARIMA-time-series
Last active
June 17, 2016 23:41
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:54166f6914b9ffaf3770b33c61adc8ba2fb19fcb83dc41d343e3f243da1c2350" | |
| }, |
jaircastruita
/ Head vs Body forecast
Created
June 13, 2016 01:43
This file has been truncated, but you can view the full file.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:7dcbc3494d103bb64638a59d37b2f07316e47138a6a03f43f38c153b5ea5e2b1" | |
| }, |
jaircastruita
/ de-trend_ARMA_ARIMA_correlation_test
Created
May 31, 2016 18:34
This file has been truncated, but you can view the full file.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:0d6cec8428c42be839832b08cbffae47bbb34cabb8643b9e4f0dbac014f577de" | |
| }, |
jaircastruita
/ ECOBICI_analysis_consensus_cluster_corrected
Created
May 6, 2016 22:33
This file has been truncated, but you can view the full file.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:bc9e1652c8a802dca603f12cdc6f292033e9bc0ca0c93fb1c07808754617a29a" | |
| }, |
jaircastruita
/ ECOBICI_analysis_cluster_in_out
Created
May 6, 2016 18:38
This file has been truncated, but you can view the full file.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:a8398ce40087121501e924c32e900fecbc5db8dd5d2713c651e50d79a75f3012" | |
| }, |
jaircastruita
/ geopandas_folium
Created
May 4, 2016 04:38
This file has been truncated, but you can view the full file.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "metadata": { | |
| "name": "", | |
| "signature": "sha256:3f377aaa4530cb2b7f98231fc80000d4ce68686f1805ceaa487a9269a324a17d" | |
| }, |
NewerOlder