摘要：ref: Broadcasting Tensorflow - Learning Tensorflow When we operate on arrays of different dimensionality, they can combine in different ways, either e 阅读全文

摘要：def embedding(inputs, vocab_size, num_units, zero_pad=True, scale=True, scope="embedding", reuse=None): '''Embeds a given tensor. Args: inputs: A `Ten 阅读全文

摘要：An overconfident model is not calibrated and its predicted probabilities are consistently higher than the accuracy. For example, it may predict 0.9 fo 阅读全文

摘要：由于生产环境目前还以1.13版本为主, 而google为了推进2.x已经下架了大部分官方教程, 这里简单做一些记录 1. name_scope / variable_scope 注意 tf.get_variable 不受 name_scope 影响 https://blog.csdn.net/u01 阅读全文

摘要：二分类模型做了3个实现 1. tensorflow lower API 实现逻辑回归二分类2. tensorflow senior API 实现二分类(sigmod函数由API内部默认实现)3. sklearn 的逻辑回归包用于比较输出 需要注意的是 tensorflow 中对于函数输出 nan 与 阅读全文