semvec/pypi-packages huggingface dataset:
python-dupamb 1.0.4
A python package to remove duplicate and ambiguous tuples.
License: MIT

### Installation
The module, Dupamb requires pandas module to function
This module is used to remove the tuples having duplicate and ambiguous tuples in a dataset. The first column of the csv file should be that of the target class or feature while the others be independent features affecting target feature.

Usages: python-dupamb <InputDataFile> 
	
```sh
$ pip install python-dupamb
$ python-dupamb myData.csv
```
### License
MIT
### Author
Sahil Ahuja
python-missing 1.0.2
A python package to fill empty slots in the dataset with the mean.
License: MIT

### Installation
The module, Missing requires pandas and numpy module to functionThis module is used to fill missing values in a dataset. The first row of the csv file must be the names of the features.

Usages: python-missing <InputDataFile> 
	
```sh
$ pip install python-missing
$ python-missing myData.csv
```
### License
MIT
### Author
Sahil Ahuja
python-outlier 1.0.2
A python package to remove tuples having outliers.
License: MIT

### Installation
The module, OR requires pandas module to function
This module is used to remove the tuples having outliers in the datset and generate outlier-free dataset.

Usages: python-outlier <InputDataFile> 
	
```sh
$ pip install python-outlier
$ python-outlier myData.csv
```
### License
MIT
### Author
Sahil Ahuja
python-topcmd 1.0.4
A python package to do TOPSIS analysis.
License: MIT

### Installation
The module, topis requires pandas, math and sys modules to function
This module is used to print the score and rank after using TOPSIS (Technique for Order Preference based on Similarity to Ideal Solution)

Usages: python-topcmd <InputDataFile> <Weights> <Impacts>
	
```sh
$ pip install python-topcmd
$ python-topcmd myData.csv “1,2,1,1” “+,+,-+”
```
### License
MIT
### Author
Sahil Ahuja