Himadri Mishra's repositories
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
coding-interview-university
A complete computer science study plan to become a software engineer.
Udacity-DL370
Repository containing the Assignments and Project for Udacity Deep Learning 370 course using Tensorflow
AllProjects
Most of the courses and self projects done by @hmishra2250
hmishra2250.github.io
Repository for One Shot Learning blog, built using jekyll-now
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.
Practical_RL
A course in reinforcement learning in the wild
Bicos-Classification-using-Deep-Learning-CNN
Repository containing code for classifying Bicos 102 dataset using CNNs
fast-autocomplete
Fast Autocomplete: When Elastcsearch suggestions are not fast and flexible enough
Kaggle-Allstate-Claims
Code base for Allstate Claims Kaggle contest
Movie-Retrieval-System
Files for 6th Sem Project in IR