putama Goto Github PK

acl2020-confidence-regularization

coarse2fine

deep-image-analogy

The source code of 'Visual Attribute Transfer through Deep Image Analogy'.

fold

Deep learning with dynamic computation graphs in TensorFlow

gatech-cs4495

Gatech CS4495: Introduction to computer vision assignments

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gmm-clustering

Simple visualization of EM algorithm for gaussian mixture model clustering

got-charlevel-langmod

Generating Game of Thrones novel text using character level RNN language modeling

hierarchical-rnn-summarization

Hierarchical RNN for Document Summarization

is13

RNN for Spoken Language Understanding

joint-slu-lm

Tensorflow implementation of joint modeling of SLU (intent & slot filling) and LM with RNNs.

kim

Knowledge-based Inference Model

lang2logic

models

Models built with TensorFlow

opennli

Open-source implementation of various neural textual entailment recognition models.

opennmt-py

Open Source Neural Machine Translation in PyTorch

pgm4j

Simple Java implementation for graphical models and its application

putama.github.io

Personal blogging site

pytorch-examples

My toy model implementations to explore pytorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

rec-autoencoder-quora-pairs

Modified implementation of Recursive Autoencoder with Dynamic Pooling for Quora question pairs duplicate detection. The original code was written by Socher (2011)

semi-supervised-pytorch

Implementations of different VAE-based semi-supervised and generative models in PyTorch

sempre

Semantic Parser with Execution

seq2seq

Sequence to Sequence Learning with Keras

seq2seqvideo2text

Pytorch implementation for video captioning model

sippycup

SippyCup is a simple semantic parser, written in Python, created purely for didactic purposes.

tccgan

Temporally consistent cycle-GAN for videos2videos domain transfer

text

Data loaders and abstractions for text and NLP

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

visualcomposition

Implementation of visual composition learning using joint visual-semantic embedding as part of my master's thesis