Upload digit recognise AI model
Browse filesIt is an ML based ai model which can predict digits.
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digit recognise AI model
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{"cells":[{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"RI-ZrYowa1yI"},"outputs":[],"source":["import matplotlib.pyplot as plt\n","%matplotlib inline\n","from sklearn.datasets import load_digits"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"aGXjMOOrcE8J"},"outputs":[],"source":["digits=load_digits()"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"HrFB-WR7cTXQ"},"outputs":[],"source":["digits.data[0]"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true,"base_uri":"https://localhost:8080/","height":1000,"output_embedded_package_id":"1JtMnsskVCKubUdiC19mmSIx_MHOgBZAU"},"id":"GHfPiSXrdfX1","outputId":"6c678396-d08c-4ec5-a1aa-e9830d236828"},"outputs":[],"source":["plt.gray()\n","for i in range(100):\n"," plt.matshow(digits.images[i])"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"J9bi3LnYeuG1"},"outputs":[],"source":["digits.target[0:5]\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"sMPpZHCgfv0l"},"outputs":[],"source":["from sklearn.model_selection import train_test_split\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"JHN3Wa_HhUud"},"outputs":[],"source":["x_train,x_test,y_train,y_test = train_test_split(digits.data,digits.target,test_size=0.2)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"dV00h-mZiIPL"},"outputs":[],"source":["len(x_train)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"2W8fNnqaiOFl"},"outputs":[],"source":["len(y_test)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"5cqfXNghiTMY"},"outputs":[],"source":["len(x_test)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"xNgU98Auiyu7"},"outputs":[],"source":["from sklearn.linear_model import LogisticRegression\n","uni=LogisticRegression()"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"BRC-q8-Cjids"},"outputs":[],"source":["uni.fit(x_train,y_train)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"cvQGzJHImINl"},"outputs":[],"source":["uni.score(x_test,y_test)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"6s-lQTfLm-fq"},"outputs":[],"source":["plt.matshow(digits.images[67])"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"background_save":true},"id":"i8vDNi9spxAu"},"outputs":[],"source":["digits.target[108]"]}],"metadata":{"colab":{"authorship_tag":"ABX9TyNaUTtNavou5QoegV3q9fJQ","name":"","version":""},"kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0}
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