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data-science-notebook's Introduction

近期开源工作安排

2023.9

(1)调研AI游戏辅助,发布相关技术方案(如果有整套方案),以及源码(如果没有)

(2)完成笔趣阁 20万本小说抓取、备份,并训练 GPT 发布笔趣GPT。

(3)在 A 卡环境部署 SD,结合之前的文本改写功能,发布小说推文技术方案。

2023.10

(1)将饱和式翻译的已有内容做成平行语料库,并微调GLM2。

(2)调研漫画汉化工具,发布相关技术方案。

(3)制作关键帧识别工具,发布模型、源码及相关技术方案。

(4)发布 Python MD 编译器和反编译器的源码解析。

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data-science-notebook's Issues

构建模型时需要定义命名空间

在effective-tf.md中定义模型函数的时候,

import numpy as np
import TensorFlow as tf
x = tf.placeholder(tf.float32)
y = tf.placeholder(tf.float32)
w = tf.get_variable("w", shape=[3, 1])
f = tf.stack([tf.square(x), x, tf.ones_like(x)], 1)
yhat = tf.squeeze(tf.matmul(f, w), 1)
loss = tf.nn.l2_loss(yhat - y) + 0.1 * tf.nn.l2_loss(w)
train_op = tf.train.AdamOptimizer(0.1).minimize(loss)

代码会报错,说“ValueError: Variable w already exists, disallowed. ”
需要显示的说明,完成变量共享。即在前面加上“tf.variable_scope("f", reuse=tf.AUTO_REUSE)”

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