{"cells":[{"metadata":{},"cell_type":"markdown","source":"## Introducing Monk\n\n* An **open-source low code transfer learning toolkit** that acts as a unified wrapper over deep learning frameworks\n* Get More details: https://medium.com/@Abhishek4273/expediting-transfer-learning-the-monks-way-422d7ec40ec6\n\n### Features\n1. A **syntax invariant wrapper** over pytorch, keras, mxnet-gluon for computer vision\n2. **Write less code** to quickly prototype and experiment\n3. **Compare metrics** across experiments.\n\n"},{"metadata":{},"cell_type":"markdown","source":"## NOTE: To demonstrate the usage of MONK library I used a different kernel (with internet and GPU) to train the models\n: https://www.kaggle.com/aabhi202/using-monk-low-code-transfer-learning-toolkit"},{"metadata":{"_uuid":"d629ff2d2480ee46fbb7e2d37f6b5fab8052498a","_cell_guid":"79c7e3d0-c299-4dcb-8224-4455121ee9b0","trusted":true},"cell_type":"code","source":"import pandas as pd","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"df = pd.read_csv(\"/kaggle/input/submission/sub.csv\")","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"dv = pd.read_csv(\"/kaggle/input/Kannada-MNIST/sample_submission.csv\")","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"for i in range(5000):\n    dv[\"label\"][i] = df[\"label\"][i]","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"dv.to_csv(\"submission.csv\", index=False);","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"dv.iloc[0:5]","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"","execution_count":null,"outputs":[]}],"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat":4,"nbformat_minor":1}