From e69072ec35f4b7e153c42619295fec663c032498 Mon Sep 17 00:00:00 2001 From: Kumar Nityan Suman Date: Sat, 16 Mar 2024 12:11:41 +0530 Subject: [PATCH] Update README.md --- README.md | 30 ++++++++++++++++-------------- 1 file changed, 16 insertions(+), 14 deletions(-) diff --git a/README.md b/README.md index f85aa84..d768855 100644 --- a/README.md +++ b/README.md @@ -2,25 +2,28 @@ [Nightly Updated] Lazy Predict 2.0 to help you benchmark models without much code and understand what works better without any hyyper-parameter tuning. -- Free software: MIT license -- Documentation: . +# Coming soon -# Installation +- [ ] LLM based task benchmarking + - [ ] Text Classification + - [ ] Token Classification + - [ ] Text Summarization + - [ ] Text Similarity +- [ ] Stats model benchmarking -To install Lazy Predict: +# Getting started - pip install lazypredict-nightly +To install Lazy Predict Nightly: -# Usage + pip install lazypredict-nightly To use Lazy Predict in a project: import lazypredict -# Classification - -Example : +## Classification +``` # Old Way from lazypredict.Supervised import LazyClassifier # New Way @@ -73,11 +76,11 @@ Example : | ExtraTreeClassifier | 0.922807 | 0.912168 | 0.912168 | 0.922462 | 0.0109999 | | CheckingClassifier | 0.361404 | 0.5 | 0.5 | 0.191879 | 0.0170043 | | DummyClassifier | 0.512281 | 0.489598 | 0.489598 | 0.518924 | 0.0119965 | +``` -# Regression - -Example : +## Regression +``` # Original Way from lazypredict.Supervised import LazyRegressor # Alternate Way @@ -146,5 +149,4 @@ Example : | DummyRegressor | -0.38 | -0.02 | 7.56 | 0.01 | | LassoLars | -0.38 | -0.02 | 7.56 | 0.01 | | KernelRidge | -11.50 | -8.25 | 22.74 | 0.01 | - - +```