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3ingan

ai-literature

A repository to store key research works from the past. It is also an attempt to structure and organize these research papers.

algorithms

A repository for collecting the coding implementations of some of the most famous algorithms

asst1_drawsvg

CMU 15-462/662 Assignment 1: A Mini-SVG Renderer

asst2_meshedit

CMU 15-462/662 Assignment 2: A Mini-Mesh Editor

asst3_pathtracer

CMU 15-462/662 Assignment 3: A Mini-Path Tracer

asst4_animation

CMU 15-462/662 Assignment 4: A Mini-Animation Editor

asst5_gofurther

attn_gan_pytorch

python package for self-attention gan implemented as extension of PyTorch nn.Module. paper -> https://arxiv.org/abs/1805.08318

autoencoder-cifar-10

Implementing an auto-encoder for the cifar10 dataset

barnes-hut-simulation

The barnes Hut simulation that tracks the path covered by n different particles in vacuum under the gravitational forces exerted among themselves.

big-discriminator-batch-spoofing-gan

BMSG-GAN with more features

bigdl

BigDL: Distributed Deep Learning Library for Apache Spark

bmsg-gan

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation

buildingescape

Unreal Project for the game titled "Building Escape: a physics based puzzle solving 3D game"

capsnet-cntk

A CNTK implementation of CapsNet based on Geoffrey Hinton's paper Dynamic Routing Between Capsules

capsule-network-tensorflow

The impending concept of capsule networks has finally arrived at arXiv. link to the publication -> https://arxiv.org/abs/1710.09829 . In this repository, I'll create an implementation using TensorFlow from scratch as an exercise.

cl-1_lab_2016

Repository for all assignments in the CL-1 lab PICT

cl-2_lab_2016

Repository for all assignments in the CL-2 lab PICT. Please contribute for the benefit of all

cl-3_lab_2017

repository for assignments of Computer Laboratory 3 - 2016

cl-4_lab_2017

repository for assignments of Computer Laboratory - 4

classification-of-abstract-images-using-machine-learning

The implementation of the hybrid model (loosely based on an RBM) for classifying art into certain genres. Link to publication -> https://dl.acm.org/citation.cfm?id=3094259

data-for_classification-of-abstract-images-using-machine-learning

Repository for hosting the data for the classification-of-abstract-images-using-machine-learning project.

dcgan_pytorch

GAN example created using the attn_gan_pytorch package -> https://github.com/akanimax/attn_gan_pytorch

deep-learning-chat-bot

A deep learning solution to building a chat-bot.

deep-reinforcement-learning

Project for studying and implementing the traditional RL algorithms and also the DL variants of the same.

deep_learning_for_ner

dynamics of convolutional neural networks

dgslr-validation

Validation for the DGSLR model

dog-breed-identification

Dataset link -> https://www.kaggle.com/c/dog-breed-identification

dogs_vs_cats