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学习笔记:自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/Python/Pytorch

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studies

python-version pytorch-version tf-version repo-size

TODO

  • 2021.11.11】pytorch_trainer: 为 EvaluateCallback 添加各种预定义评估指标,如 acc、f1 等,目前只有 loss;
  • 2021.11.11】论文:What does BERT learn about the structure of language? —— Bert 各层的含义;
  • 2021.11.10】bert-tokenizer 自动识别 [MASK] 等特殊标识;
  • 2021.11.07】面试笔记:通识问题/项目问题
  • 2021.10.22】max_batch_size 估算
Done
  • 2021.11.06-2021.11.12】优化 auto-readme,使用上一次的 commit info,而不是默认 'Auto-README'
    • 参考:git commit -m "$(git log -"$(git rev-list origin/master..master --count)" --pretty=%B | cat)"
    • 说明:使用 origin/master 到 master 之间所有的 commit 信息作为这次的 message;
  • 2021.11.10-2021.11.11】bert 支持加载指定层 -> _test_load_appointed_layers()
  • 2021.11.04-2021.11.08】把 __test.py 文件自动加入文档测试(放弃)
    • 有些测试比较耗时,不需要全部加入自动测试;
    • __test.py 针对的是存在相对引用的模块,如果这些模块有改动,会即时测试,所以也不需要自动测试
  • 2021.11.01-2021.11.03pytorch-lightning 代码阅读

其他仓库


The following is Auto-generated


Repo Index


Algorithm Studies

题集-LeetCode [23]
题集-剑指Offer [47]
题集-剑指Offer(突击版) [2]
题集-经典问题&代码 [10]
More ...
基础-模拟、数学、找规律 [11]
技巧-位运算 [3]
技巧-前缀和 [1]
技巧-双指针、滑动窗口 [8]
技巧-哈希表(Hash) [4]
技巧-贪心 [1]
数据结构-堆、优先队列 [3]
数据结构-字符串 [4]
数据结构-数组、矩阵(二维数组) [4]
数据结构-栈(单调栈)、队列 [9]
数据结构-树、二叉树 [16]
数据结构-设计 [3]
数据结构-链表 [8]
算法-二分法 [9]
算法-动态规划(DP、记忆化搜索) [8]
算法-广度优先搜索(BFS) [3]
算法-排序(快排) [4]
算法-深度优先搜索(DFS) [10]
算法-递归(迭代)、分治 [16]

Coding Lab

Work Utils

Pytorch Models

Pytorch Utils

Python Utils


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