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Artificial Intelligence

The branch of computer science dealing with the reproduction, or mimicking of human-level intelligence, self-awareness, knowledge, conscience, and thought in computer programs.

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dhlee347
dhlee347 commented Oct 12, 2019

Hi, I doubt that data_utils.get_num_dialog_examples() returns correct number.

In dstc8_single_domain & train, data_utils.get_num_dialog_examples() returns 82588, but the number of examples in dstc8_single_domain_train_examples.tf_record is 41294. I think these two numbers should be the same. Is it right? (The former is around as double as the latter because get_num_dialog_examples() counts USE

brookewenig
brookewenig commented Nov 12, 2019

Describe the proposal

It'd be nice to add an mlflow.pytorch.autolog() API for automatically logging metrics, params & models generated via PyTorch. In particular, I'd like this to be incorporated with the fastai library (built on PyTorch), which also generates artifacts such as learning rate finder plots, and autolog those as well.

Motivation

PyTorch is heavily used in research for

tujinshu
tujinshu commented Dec 3, 2019

2019/12/02 和Yi Wang沟通交流考虑SQLFLOW可以支持如下的特性

一、基础功能:好用的工具需要一个更加简易友好的界面,让业务开发/分析更加简单
1)设计分析类工具,提供自动联想输入、快速语法、常见语义错误,提升用户体验
应用场景:提供IDE的自动联想功能,提高开发效率;语法和基本语义提前检查,避免提交到后台,执行较长时间后报错
2)大数据量时时间较长,建议提供任务(job)管理、允许用户了解数据执行的状态、监控进度、提供动态调试、watch能力,方便用户感知和调优
应用场景:耗时任务可以快速了解整体进度,提供一些中间的过程信息、耗时等,方便用户进行调优,优化开发
3) 安全权限、用户管理、
应用场景:增加新的数据分析人员、用户权

pwnagotchi
TheVladdestVlad
TheVladdestVlad commented Oct 20, 2019

Please specify in the the Configuration section of the documentation that Windows users need to remove the SSH entry pertaining to 10.0.0.2 from C:\Users\CurrentUser.ssh\known_hosts every time they update pwnagotchi, since the newly generated keys won't match the one in the known_hosts file.

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