Peratham Wiriyathammabhum's repositories
video2text.pytorch
PyTorch implementation of video captioning
ssta-captioning
Repository for paper: Saliency-Based Spatio-Temporal Attention for Video Captioning
3dv_tutorial
An Invitation to 3D Vision: A Tutorial for Everyone
algorithms
Minimal examples of data structures and algorithms in Python
cleverhans
A library for benchmarking vulnerability to adversarial examples
Coursera-ML-AndrewNg
use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Deep-Trading
Algorithmic trading with deep learning experiments
DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
fairseq-py
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
focal-loss
Focal loss for Dense Object Detection
hierarchical-rnn
Tensorflow implementation of a Hierarchical and Multiscale RNN, described in https://arxiv.org/abs/1609.01704
matplotlib_for_papers
Handout for the tutorial "Creating publication-quality figures with matplotlib"
pointer-generator
Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"
productionized-mcmc
Modular, productionized MCMC code with tests
py-denseflow
Extract TVL1 optical flows in python (multi-process && multi-server)
python_tools
General python tools I use project to project
pytorch-nec
PyTorch Implementation of Neural Episodic Control (NEC)
pytorch-value-iteration-networks
Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)
tsn-pytorch
Temporal Segment Networks (TSN) in PyTorch
two-stream-pytorch
PyTorch implementation of two-stream networks for video action recognition