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allprojects

Most of the courses and self projects done by @hmishra2250

bicos-classification-using-deep-learning-cnn

Repository containing code for classifying Bicos 102 dataset using CNNs

botnet-detection-using-machine-learning

Repository of Bachelor's Major Project on Botnet Detection

coding-interview-university

A complete computer science study plan to become a software engineer.

demon

DeMoN: Depth and Motion Network

fast-autocomplete

Fast Autocomplete: When Elastcsearch suggestions are not fast and flexible enough

hmishra2250.github.io

Repository for One Shot Learning blog, built using jekyll-now

kaggle-allstate-claims

Code base for Allstate Claims Kaggle contest

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.

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

movie-retrieval-system

Files for 6th Sem Project in IR

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

ntm-one-shot-tf

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

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

practical_rl

A course in reinforcement learning in the wild

rango-app

Rango App (Deprecated by Python Anywhere)

sframe

SFrame: Scalable tabular and graph data-structures built for out-of-core data analysis and machine learning.

udacity-dl370

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