Himadri Mishra

NTM-One-Shot-TF. One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow

Botnet-Detection-using-Machine-Learning. Repository of Bachelor's Major Project on Botnet Detection

Parallel-Youtube-Titles-to-MP3. Search and download a list of videos from Youtube in Parallel and convert them to mp3 along with their metadata and thumbnails

Udacity-DL370. Repository containing the Assignments and Project for Udacity Deep Learning 370 course using Tensorflow

coding-interview-university. A complete computer science study plan to become a software engineer.

hmishra2250.github.io. Repository for One Shot Learning blog, built using jekyll-now

Practical_RL. A course in reinforcement learning in the wild

learningSimpleAlgorithms. We present an approach for learning simple algorithms such as copying, multi-digit addition and single digit multiplication directly from examples. Our framework consists of a set of interfaces, accessed by a controller. Typical interfaces are 1-D tapes or 2-D grids that hold the input and output data. For the controller, we explore a range of neural network-based models which vary in their ability to abstract the underlying algorithm from training instances and generalize to test examples with many thousands of digits. The controller is trained using Q-learning with several enhancements and we show that the bottleneck is in the capabilities of the controller rather than in the search incurred by Q-learning.

AllProjects. Most of the courses and self projects done by @hmishra2250