摘要：https://blog.floydhub.com/a-beginners-guide-on-recurrent-neural-networks-with-pytorch/ https://github.com/gabrielloye/RNN-walkthrough/blob/master/main 阅读全文
tensorflow
2021-05-30 19:15 by DataBases, 59 阅读, 0 推荐, 收藏,
摘要：import tensorflow as tfmnist = tf.keras.datasets.mnist(x_train, y_train),(x_test,y_test) = mnist.load_data()x_train, x_test = x_train / 255.0,x_test / 阅读全文
MIT's 6.036 course: Introduction to Machine Learning
2021-05-26 14:22 by DataBases, 146 阅读, 0 推荐, 收藏,
摘要：http://people.csail.mit.edu/tbroderick//ml.html https://introml.odl.mit.edu/cat-soop/6.036 https://github.com/tbroderick/ml_6036_2020_captions/blob/ma 阅读全文
人工智能 机器学习 深度学习的关系
2021-05-25 10:15 by DataBases, 233 阅读, 0 推荐, 收藏,
摘要：人工智能（AI）是一个广泛而复杂的概念，已经存在了数十年。AI是用于描述模仿人脑认知功能的概念或系统。它可以用来描述机器可以模仿人类行为的方式行动或表现的情况。AI通常用于描述一个可以从经验中学习，可以使用知识来执行任务，推理和做出决策的系统，例如，专家系统，神经网络和模糊逻辑。 机器学习是AI的子 阅读全文
CMU "Neural Networks for NLP"
2021-05-21 12:22 by DataBases, 46 阅读, 0 推荐, 收藏,
摘要："Neural Networks for NLP" slides : http://phontron.com/class/nn4nlp2021/schedule.html videos : https://www.youtube.com/playlist?list=PL8PYTP1V4I8AkaHE 阅读全文
Convert Categories Feature to numbers
2021-05-20 13:41 by DataBases, 38 阅读, 0 推荐, 收藏,
摘要：import pandas as pdif __name__ == '__main__': mapping = { "Class0": 0, "Class1": 1, "Class2": 2, "Class3": 3, "Class4": 4, "Class5": 5 } df = pd.read_ 阅读全文
Clean Text
2021-05-20 13:31 by DataBases, 35 阅读, 0 推荐, 收藏,
摘要：import reimport stringdef clean_text(s): """ This function cleans the text a bit :param s: string :return: cleaned string """ # split by all whitespac 阅读全文
K-fold Train Version3
2021-05-20 13:27 by DataBases, 53 阅读, 0 推荐, 收藏,
摘要：# config.pyTRAINING_FILE = "../input/mnist_train_folds.csv"MODEL_OUTPUT = "../models/"# model_dispatcher.pyfrom sklearn import treefrom sklearn import 阅读全文
K-fold Train Version2
2021-05-19 17:01 by DataBases, 65 阅读, 0 推荐, 收藏,
摘要：# config.pyTRAINING_FILE = "../input/mnist_train_folds.csv"MODEL_OUTPUT = "../models/"# train.pyimport argparseimport osimport configimport joblibimpo 阅读全文
K-fold Train
2021-05-19 16:42 by DataBases, 126 阅读, 0 推荐, 收藏,
摘要：# config.pyTRAINING_FILE = "../input/mnist_train_folds.csv"MODEL_OUTPUT = "../models/" # train.pyimport osimport configimport joblibimport pandas as p 阅读全文
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