From c1e8584df939ec56227f61e4fa0388997beb7eda Mon Sep 17 00:00:00 2001 From: Bayyana-kiran <99533113+Bayyana-kiran@users.noreply.github.com> Date: Thu, 25 Jan 2024 23:42:32 +0530 Subject: [PATCH] ADDED #497 --- .../Dataset/future-gc00-daily-prices.csv | 3704 +++++++++++++++++ ...tocorrelation Plot of Gold Close Price.png | Bin 0 -> 47791 bytes ...f Mean Squared Error Across Algorithms.png | Bin 0 -> 31500 bytes .../Boxplot of Gold Price Attributes.png | Bin 0 -> 20210 bytes .../Comparison of Algorithm Accuracy.png | Bin 0 -> 27205 bytes ...f Mean Squared Error Across Algorithms.png | Bin 0 -> 31644 bytes ... of R-squared Scores Across Algorithms.png | Bin 0 -> 28292 bytes ...ose Price with 30-Day Rolling Average..png | Bin 0 -> 67182 bytes .../Gold Close Price with Moving Averages.png | Bin 0 -> 71893 bytes .../Images/Gold Price Candlestick Chart.png | Bin 0 -> 89184 bytes .../Histograms of Gold Price Attributes.png | Bin 0 -> 36320 bytes .../Line Plot of Gold Prices Over Time.png | Bin 0 -> 66215 bytes ...er Plot of Predicted vs. Actual Values.png | Bin 0 -> 80649 bytes ...f Mean Squared Error Across Algorithms.png | Bin 0 -> 68998 bytes .../Pickle Files/decision_tree_model.pkl | Bin 0 -> 318706 bytes .../Pickle Files/gradient_boosting_model.pkl | Bin 0 -> 123244 bytes .../Pickle Files/linear_regression_model.pkl | Bin 0 -> 513 bytes .../Pickle Files/random_forest_model.pkl | Bin 0 -> 21373565 bytes .../Model/Pickle Files/svm_model.pkl | Bin 0 -> 58173 bytes .../Model/gold_price_prediction.ipynb | 1242 ++++++ .../requirements.txt.txt | 5 + 21 files changed, 4951 insertions(+) create mode 100644 Gold Price Analysis and Prediction/Dataset/future-gc00-daily-prices.csv create mode 100644 Gold Price Analysis and Prediction/Images/Autocorrelation Plot of Gold Close Price.png create mode 100644 Gold Price Analysis and Prediction/Images/Box Plot of Mean Squared Error Across Algorithms.png create mode 100644 Gold Price Analysis and Prediction/Images/Boxplot of Gold Price Attributes.png create mode 100644 Gold Price Analysis and Prediction/Images/Comparison of Algorithm Accuracy.png create mode 100644 Gold Price Analysis and Prediction/Images/Comparison of Mean Squared Error Across Algorithms.png create mode 100644 Gold Price Analysis and Prediction/Images/Comparison of R-squared Scores Across Algorithms.png create mode 100644 Gold Price Analysis and Prediction/Images/Gold Close Price with 30-Day Rolling Average..png create mode 100644 Gold Price Analysis and Prediction/Images/Gold Close Price with Moving Averages.png create mode 100644 Gold Price Analysis and Prediction/Images/Gold Price Candlestick Chart.png create mode 100644 Gold Price Analysis and Prediction/Images/Histograms of Gold Price Attributes.png create mode 100644 Gold Price Analysis and Prediction/Images/Line Plot of Gold Prices Over Time.png create mode 100644 Gold Price Analysis and Prediction/Images/Scatter Plot of Predicted vs. Actual Values.png create mode 100644 Gold Price Analysis and Prediction/Images/Violin Plot of Mean Squared Error Across Algorithms.png create mode 100644 Gold Price Analysis and Prediction/Model/Pickle Files/decision_tree_model.pkl create mode 100644 Gold Price Analysis and Prediction/Model/Pickle Files/gradient_boosting_model.pkl create mode 100644 Gold Price Analysis and Prediction/Model/Pickle Files/linear_regression_model.pkl create mode 100644 Gold Price Analysis and Prediction/Model/Pickle Files/random_forest_model.pkl create mode 100644 Gold Price Analysis and Prediction/Model/Pickle Files/svm_model.pkl create mode 100644 Gold Price Analysis and Prediction/Model/gold_price_prediction.ipynb create mode 100644 Gold Price Analysis and Prediction/requirements.txt.txt diff --git a/Gold Price Analysis and Prediction/Dataset/future-gc00-daily-prices.csv b/Gold Price Analysis and Prediction/Dataset/future-gc00-daily-prices.csv new file mode 100644 index 000000000..26732bb06 --- /dev/null +++ b/Gold Price Analysis and Prediction/Dataset/future-gc00-daily-prices.csv @@ -0,0 +1,3704 @@ +Date,Open,High,Low,Close +01/02/2013,"1,676.40","1,695.40","1,670.90","1,688.80" +01/02/2014,"1,204.50","1,230.80","1,202.50","1,225.20" +01/02/2015,"1,184.00","1,194.90","1,167.30","1,186.20" +01/02/2018,"1,305.30","1,320.40","1,304.60","1,316.10" +01/02/2019,"1,285.00","1,291.00","1,280.60","1,284.10" +01/02/2020,"1,521.00","1,534.00","1,519.70","1,528.10" +01/02/2024,"2,072.70","2,088.10","2,064.30","2,073.40" +01/03/2011,"1,420.40","1,424.40","1,413.10","1,422.90" +01/03/2012,"1,571.00","1,608.70","1,566.80","1,600.50" +01/03/2013,"1,686.20","1,690.50","1,661.20","1,674.60" +01/03/2014,"1,222.30","1,239.60","1,221.30","1,238.60" +01/03/2017,"1,151.40","1,166.00","1,146.50","1,162.00" +01/03/2018,"1,319.00","1,323.00","1,308.90","1,318.50" +01/03/2019,"1,288.50","1,296.90","1,286.40","1,294.80" +01/03/2020,"1,531.70","1,556.60","1,530.40","1,552.40" +01/03/2022,"1,830.10","1,833.00","1,798.20","1,800.10" 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