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Adamya Tripathi's Projects

animl icon animl

Reproduction of "Model-Agnostic Meta-Learning" (MAML) and "Reptile".

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

experimentswithcv icon experimentswithcv

Unorganised bunch of code, hopefully working, of my Computer Vision experiments.

go icon go

The Open Source Data Science Masters

imgaug icon imgaug

Image augmentation for machine learning experiments.

keras-cats-dogs-tutorial icon keras-cats-dogs-tutorial

A practical example of image classifier with Keras 2.x and TensorFlow backend, using the Kaggle Cats vs. Dogs dataset. By taking advantage of Keras' image data augmentation capabilities (and also random cropping), we were able to achieve 99% accuracy on the trained model with only 2,000 images in the training set.

mlpack icon mlpack

mlpack: a scalable C++ machine learning library

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