Caver | Caver : a toolkit for multilabel text classification | Machine Learning library

by guokr Python Version: 0.2 License: GPL-3.0

X-Ray Key Features Code Snippets(3)Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | Caver Summary

Caver is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. Caver has no bugs, it has no vulnerabilities, it has build file available, it has a Strong Copyleft License and it has low support. You can install using 'pip install Caver' or download it from GitHub, PyPI.

Rising a torch in the cave to see the words on the wall, tag your short text in 3 lines. Caver uses Facebook's PyTorch project to make the implementation easier. Demo • Requirements • Install • Pre-trained models • Train • Examples • Document.

Support

Quality

Security

License

Reuse

Support

Caver has a low active ecosystem.

It has 37 star(s) with 2 fork(s). There are 9 watchers for this library.

It had no major release in the last 12 months.

There are 0 open issues and 2 have been closed. On average issues are closed in 4 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of Caver is 0.2

Quality

Caver has 0 bugs and 0 code smells.

Security

Caver has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

Caver code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

Caver is licensed under the GPL-3.0 License. This license is Strong Copyleft.

Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

Reuse

Caver releases are available to install and integrate.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions are not available. Examples and code snippets are available.

Caver saves you 490 person hours of effort in developing the same functionality from scratch.

It has 1153 lines of code, 78 functions and 23 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed Caver and discovered the below as its top functions. This is intended to give you an instant insight into Caver implemented functionality, and help decide if they suit your requirements.

Train the model
Evaluate the model
Train a single step
Compute the f - score between precision and recall scores
Process training data
Check command line arguments
Compute the evaluation of the prediction
Loads checkpoint from file
Return the top label of the given text
Predict logits
Cut text
Predict the label of the model
Get model output
Forward pass through the input sequence
Predict the labels for the given batch
Calculate the prediction probability of the model
Compute the inner layer
Compute the attention layer
Calculate the probability of the model
Predict labels for a given character
Predict the best prediction
Predict the predictions from the given text

Get all kandi verified functions for this library.

Caver Key Features

No Key Features are available at this moment for Caver.

Caver Examples and Code Snippets

Caver,Quick Demo

Python

Lines of Code : 19

License : Strong Copyleft (GPL-3.0)

Copy

from caver import CaverModel
model = CaverModel("./checkpoint_path")

sentence = ["看 美 剧 学 英 语 靠 谱 吗",
            "科 比 携 手 姚 明 出 任 2019 篮 球 世 界 杯 全 球 大 使",
            "如 何 在 《 权 力 的 游 戏 》 中 苟 到 最 后",
            "英 雄 联 盟 LPL 夏 季 赛 RNG 能 否 击 败 TOP 战

Caver,How to train on your own dataset

Python

Lines of Code : 9

License : Strong Copyleft (GPL-3.0)

Copy

$ python3 train.py --input_data_dir {path to your origin dataset}
                   --output_data_dir {path to store the preprocessed dataset}
                   --train_filename train.tsv
                   --valid_filename valid.tsv

Caver,Did you guys have some pre-trained models

Python

Lines of Code : 2

License : Strong Copyleft (GPL-3.0)

Copy

$ wget -O - https://github.com/guokr/Caver/releases/download/0.1/checkpoints_char_cnn.tar.gz | tar zxvf -
$ wget -O - https://github.com/guokr/Caver/releases/download/0.1/checkpoints_char_lstm.tar.gz | tar zxvf -

Community Discussions

Trending Discussions on Caver

Pandas Merge Not Working When Values Are an Exact Match

QUESTION

Pandas Merge Not Working When Values Are an Exact Match

Asked 2022-Apr-01 at 20:33

Below is my code and Dataframes. stats_df is much bigger. Not sure if it matters, but the column values are EXACTLY as they appear in the actual files. I can't merge the two DFs without losing 'Alex Len' even though both DFs have the same PlayerID value of '20000852'

...

ANSWER

Answered 2022-Apr-01 at 20:33

You need to specify the column you want to merge on using the on keyword argument:

Source https://stackoverflow.com/questions/71712312

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install Caver

You can install using 'pip install Caver' or download it from GitHub, PyPI.
You can use Caver like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

Find more information at: