naive_bayes_spam_classifier.ipynb

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"authorship_tag":"ABX9TyO7oPHpDi9NMHbIrsh2938n"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","execution_count":1,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"MehI2IJg2JW9","executionInfo":{"status":"ok","timestamp":1688407619972,"user_tz":240,"elapsed":13868,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}},"outputId":"80dac3dc-977f-4d61-b77e-a1f7988d9ebd"},"outputs":[{"output_type":"stream","name":"stdout","text":["Mounted at /content/drive\n"]}],"source":["# Mount this repository to drive\n","from google.colab import drive\n","import os\n","drive.mount(\"/content/drive\", force_remount=True)"]},{"cell_type":"code","source":["# Navigate to Directory where all data science projects are stored\n","# In this folder the github repository will be cloned as a new folder\n","#%cd /content/drive/MyDrive/Data_science_projects/Classification/Naive_bayes_spam_classification/\n","# Once the repo is cloned, mount the python notebook to cloned repo on drive\n","%cd /content/drive/MyDrive/Data_science_projects/Classification/Naive_bayes_spam_classification/sms_spam_classification"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"H3QciEkn2xOG","executionInfo":{"status":"ok","timestamp":1688407688750,"user_tz":240,"elapsed":412,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}},"outputId":"601cb908-7e2c-4cae-b089-fc64f251a118"},"execution_count":2,"outputs":[{"output_type":"stream","name":"stdout","text":["/content/drive/MyDrive/Data_science_projects/Classification/Naive_bayes_spam_classification/sms_spam_classification\n"]}]},{"cell_type":"code","source":["!git status"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"AS9cxLG-8NRA","executionInfo":{"status":"ok","timestamp":1688407704163,"user_tz":240,"elapsed":4700,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}},"outputId":"30ff4dc5-b776-4fbf-e199-c25777c53af5"},"execution_count":3,"outputs":[{"output_type":"stream","name":"stdout","text":["On branch main\n","Your branch is ahead of 'origin/main' by 3 commits.\n","  (use \"git push\" to publish your local commits)\n","\n","Changes not staged for commit:\n","  (use \"git add <file>...\" to update what will be committed)\n","  (use \"git restore <file>...\" to discard changes in working directory)\n","\t\u001b[31mmodified:   naive_bayes_spam_classifier.ipynb\u001b[m\n","\n","no changes added to commit (use \"git add\" and/or \"git commit -a\")\n"]}]},{"cell_type":"code","source":["!git commit -a -m 'Added spam classification notebook'"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"QH2v2Sxe8R5u","executionInfo":{"status":"ok","timestamp":1688407789603,"user_tz":240,"elapsed":1532,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}},"outputId":"21005029-2a82-4217-ba3b-b80a43c2eac9"},"execution_count":7,"outputs":[{"output_type":"stream","name":"stdout","text":["[main c41b15c] Added spam classification notebook\n"," 1 file changed, 1 insertion(+), 1 deletion(-)\n"," rewrite naive_bayes_spam_classifier.ipynb (88%)\n"]}]},{"cell_type":"code","source":["!git push --all"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"0XdvpY3Y8mPC","executionInfo":{"status":"ok","timestamp":1688407819697,"user_tz":240,"elapsed":750,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}},"outputId":"2245863c-2a5f-4834-bda6-a54fd449f288"},"execution_count":10,"outputs":[{"output_type":"stream","name":"stdout","text":["remote: Permission to debopriyobhowmick/sms_spam_classification.git denied to debopriyobhowmick.\n","fatal: unable to access 'https://github.com/debopriyobhowmick/sms_spam_classification/': The requested URL returned error: 403\n"]}]},{"cell_type":"code","source":["!git config --global user.name \"debopriyobhowmick\"\n","!git config --global user.email \"bhowmick.kushal@gmail.com\"\n","!git config --global user.password \"Holalola007!\"\n","\n","\n","username = 'debopriyobhowmick'\n","git_token = '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'\n","repository = 'sms_spam_classification'\n","\n","\n","#!git clone https://{git_token}@github.com/{username}/{repository}\n","\n","\n"],"metadata":{"id":"hotyZvjx27D-","executionInfo":{"status":"ok","timestamp":1688407785208,"user_tz":240,"elapsed":525,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}}},"execution_count":6,"outputs":[]},{"cell_type":"markdown","source":[],"metadata":{"id":"R9V0-Wda2XM5"}},{"cell_type":"code","source":[],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"6G6Ti3EZ5zuO","executionInfo":{"status":"ok","timestamp":1688407487098,"user_tz":240,"elapsed":97,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}},"outputId":"5a94c031-f908-4001-f761-86cc6346e41a"},"execution_count":25,"outputs":[{"output_type":"stream","name":"stdout","text":["/content/drive/MyDrive/Data_science_projects/Classification/Naive_bayes_spam_classification/sms_spam_classification\n"]}]},{"cell_type":"code","source":["!git status"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"OsDhoqoH56HY","executionInfo":{"status":"ok","timestamp":1688407489615,"user_tz":240,"elapsed":99,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}},"outputId":"38f16610-0e1a-4361-8720-f9bfe2423d49"},"execution_count":26,"outputs":[{"output_type":"stream","name":"stdout","text":["On branch main\n","Your branch is ahead of 'origin/main' by 2 commits.\n","  (use \"git push\" to publish your local commits)\n","\n","Changes not staged for commit:\n","  (use \"git add <file>...\" to update what will be committed)\n","  (use \"git restore <file>...\" to discard changes in working directory)\n","\t\u001b[31mmodified:   naive_bayes_spam_classifier.ipynb\u001b[m\n","\n","no changes added to commit (use \"git add\" and/or \"git commit -a\")\n"]}]},{"cell_type":"code","source":["!git add -A"],"metadata":{"id":"d599MVsT6pk3","executionInfo":{"status":"ok","timestamp":1688407493464,"user_tz":240,"elapsed":390,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}}},"execution_count":27,"outputs":[]},{"cell_type":"code","source":["!git commit -a -m 'Added Spam Classification Notebook'"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"7TKKcGmb6x6c","executionInfo":{"status":"ok","timestamp":1688407499113,"user_tz":240,"elapsed":346,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}},"outputId":"a52c062b-6035-4bdc-a6c8-5664fe8ffc2d"},"execution_count":28,"outputs":[{"output_type":"stream","name":"stdout","text":["[main bb2d953] Added Spam Classification Notebook\n"," 1 file changed, 1 insertion(+), 1 deletion(-)\n"]}]},{"cell_type":"code","source":["!git push"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"WqdB2CsA7Jdy","executionInfo":{"status":"ok","timestamp":1688407502222,"user_tz":240,"elapsed":450,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}},"outputId":"46ed7771-cee1-452e-a9e7-5252b054f3c3"},"execution_count":29,"outputs":[{"output_type":"stream","name":"stdout","text":["remote: Permission to debopriyobhowmick/sms_spam_classification.git denied to debopriyobhowmick.\n","fatal: unable to access 'https://github.com/debopriyobhowmick/sms_spam_classification/': The requested URL returned error: 403\n"]}]},{"cell_type":"code","source":[],"metadata":{"id":"VNqpLZyD63sB","executionInfo":{"status":"ok","timestamp":1688407405756,"user_tz":240,"elapsed":348,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}}},"execution_count":18,"outputs":[]},{"cell_type":"code","source":["!git remote add origin https://{git_token}@github.com/{username}/{repository}.git\n"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"MvD_ijvW68b8","executionInfo":{"status":"ok","timestamp":1688407460415,"user_tz":240,"elapsed":259,"user":{"displayName":"Debopriyo Bhowmick","userId":"06580730248239708191"}},"outputId":"2dfc7530-3428-41b8-df87-d5eaa11b73a6"},"execution_count":21,"outputs":[{"output_type":"stream","name":"stdout","text":["fatal: remote origin already exists.\n"]}]},{"cell_type":"code","source":[],"metadata":{"id":"bKv6DMJZ7Ugl"},"execution_count":null,"outputs":[]}]}