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diff --git a/Documentation.pdf b/Documentation.pdf
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+# Bond Liquidity Prediction, Goldman Sachs Quantify 2016
+Solution of the given task of predicting the buying and selling volume of the corporate bonds by treating it as a time series problem. The details of the solution and the techniques implemented can be found in Documentation.pdf, and bonds.ipynb and bonds_ts.ipynb respectively.
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+The solution achieved the 19th rank from around 130 participants in GS Quantify 2016. The problem statement can be found at https://www.hackerrank.com/contests/gs-quantify-2016/challenges/gs-quantify-2016-challenge-1/problem