Peratham Wiriyathammabhum's repositories
Attentional-Interfaces-O-Reilly
My O'Reilly Publications
caption-guided-saliency
Supplementary material to "Top-down Visual Saliency Guided by Captions" (CVPR 2017)
Chatbot-from-Movie-Dialogue
Built a simple chatbot from a sequence-to-sequence model with TensorFlow.
cs224n-assignments
Standford NLP with deep learning solved assignments.
Deep-Feature-Flow
Deep Feature Flow for Video Recognition
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
DeepLearningBook
MIT Deep Learning Book in PDF format
domain_adversarial_neural_network
Domain Adaptation Representation Learning Algorithm (as published in JMLR 2016)
FastMaskRCNN
Mask RCNN in TensorFlow
grammar_variational_autoencoder
pytorch implementation of grammar variational autoencoder
Paper-Implementations
Use PyTorch to implement some classic frameworks
pytorch-cheatsheet
Getting things done with Pytorch
pytorch-tf
Converting a pretrained pytorch model to tensorflow
sklearn-pandas
Pandas integration with sklearn
squeezeDet
A tensorflow implementation for SqueezeDet, a convolutional neural network for object detection.
ssd.pytorch
A PyTorch Implementation of Single Shot MultiBox Detector
StorySorter
Pointer Networks to Sort shuffled sequences (numbers, words, stories)
tensorflow-safari-course
Exercises and solutions to accompany my Safari course introducing TensorFlow.
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
tf-seq2seq
A sequence to sequence learning built on TensorFlow.
tf_tutorial_plus
Tutorials for TensorFlow APIs the official documentation doesn't cover
vqa.pytorch
Visual Question Answering in Pytorch
youtube-dl
Command-line program to download videos from YouTube.com and other video sites