v2.16 - Nifty prediction preprocessing enhanced

- Ticker 0 - Screen by Stock Name re-enabled in GUI
pranjal-joshi · Nov 26, 2023 · 59feb17 · 59feb17
1 parent 5d25fbb
commit 59feb17
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diff --git a/src/classes/Changelog.py b/src/classes/Changelog.py
@@ -7,7 +7,7 @@
 
 from classes.ColorText import colorText
 
-VERSION = "2.15"
+VERSION = "2.16"
 
 changelog = colorText.BOLD + '[ChangeLog]\n' + colorText.END + colorText.BLUE + '''
 [1.00 - Beta]
@@ -271,4 +271,7 @@
 [2.15]
 1. MA Reversal improved for trend following (Inspired from Siddhart Bhanushali's 44 SMA)
 
+[2.16]
+1. Nifty Prediction NaN values handled gracefully with forward filling if data is absent
+2. Ticker 0 > Search by Stock name - re-enabled in GUI
 ''' + colorText.END
diff --git a/src/classes/Screener.py b/src/classes/Screener.py
@@ -621,6 +621,7 @@ def getNiftyPrediction(self, data, proxyServer):
             ### v2 Preprocessing
             for col in pkl['columns']:
                 data[col] = data[col].pct_change(fill_method=None) * 100
+            data = data.ffill().dropna()
             data = data.iloc[-1] 
             ###
             data = pkl['scaler'].transform([data])