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Cogitare - Python

https://github.com/cogitare-ai/cogitare

Cogitare is a Modern, Fast, and Modular Deep Learning and Machine Learning framework for Python. A friendly interface for beginners and a powerful toolset for experts. Cogitare is built on top of PyTorch. Documentat

The Model interface will iterate over the dataset, and execute each batch on forward, loss, and backward.

# adapted from https://github.com/pytorch/examples/blob/master/mnist/main.py
from cogitare import Model
from cogitare import utils
from cogitare.data import DataSet, AsyncDataLoader
from cogitare.plugins import EarlyStopping
from cogitare.metrics.classification import accuracy
import cogitare

import torch.nn as nn
import torch
import torch.nn.functional as F
from torch.nn.utils import clip_grad_norm
import torch.optim as optim

from sklearn.datasets import fetch_mldata

import numpy as np

CUDA = True


cogitare.utils.set_cuda(CUDA)

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