From 6b1721c6d4c98699e33c819883922fda0f29c2bf Mon Sep 17 00:00:00 2001 From: Rising Odegua Date: Tue, 11 Aug 2020 22:23:00 +0100 Subject: [PATCH 1/2] Update README.md --- README.md | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/README.md b/README.md index 2a0cc400..ff3c9761 100644 --- a/README.md +++ b/README.md @@ -162,15 +162,12 @@ To use danfo.js via script tags, copy and paste the CDN below to your HTML file ``` -Output: -![](danfo-sample.gif) - ## Documentation The official documentation can be found [here](https://jsdata.gitbook.io/danfojs/) ## Discussion and Development -Most development discussions take place on our [issues](https://github.com/opensource9ja/danfojs/issues) tab. +Development discussions take place on our [issues](https://github.com/opensource9ja/danfojs/issues) tab. ## Contributing to Danfo All contributions, bug reports, bug fixes, documentation improvements, enhancements, and ideas are welcome. A detailed overview on how to contribute can be found in the [contributing guide](https://jsdata.gitbook.io/danfojs/contributing-guide). From abade67a93d1002af8f93d79d45a47b1de3dc6a5 Mon Sep 17 00:00:00 2001 From: Rising Odegua Date: Wed, 12 Aug 2020 08:35:10 +0100 Subject: [PATCH 2/2] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index ff3c9761..33e6145f 100644 --- a/README.md +++ b/README.md @@ -21,6 +21,7 @@ easy and intuitive. It is heavily inspired by [Pandas](https://pandas.pydata.org ## Main Features + - Danfo.js is fast. It is built on Tensorflow.js, and supports tensors out of the box. This means you can [convert Danfo data structure](https://jsdata.gitbook.io/danfojs/api-reference/dataframe/dataframe.tensor) to Tensors. - Easy handling of [missing-data](https://jsdata.gitbook.io/danfojs/api-reference/dataframe#missing-data-handling) (represented as `NaN`) in floating point as well as non-floating point data - Size mutability: columns can be [inserted/deleted](https://jsdata.gitbook.io/danfojs/api-reference/dataframe#indexing-iteration) from DataFrame @@ -43,6 +44,7 @@ easy and intuitive. It is heavily inspired by [Pandas](https://pandas.pydata.org - Powerful, flexible and intutive API for [plotting](https://app.gitbook.com/@jsdata/s/danfojs/~/drafts/-MESZnq3_VBU0EW71MxS/api-reference/plotting) DataFrames and Series interactively. - [Timeseries](https://jsdata.gitbook.io/danfojs/api-reference/series#accessors)-specific functionality: date range generation and date and time properties. + - Robust data preprocessing functions like [OneHotEncoders](https://jsdata.gitbook.io/danfojs/api-reference/general-functions/danfo.onehotencoder), [LabelEncoders](https://jsdata.gitbook.io/danfojs/api-reference/general-functions/danfo.labelencoder), and scalers like [StandardSaler](https://jsdata.gitbook.io/danfojs/api-reference/general-functions/danfo.standardscaler) and [MinMaxScaler](https://jsdata.gitbook.io/danfojs/api-reference/general-functions/danfo.minmaxscaler) are supported on DataFrame and Series ## How to install