Peratham

DRN

Code for "Learning Multiple Tasks with Deep Relationship Networks" NIPS 2017

accelerated_dl_pytorch

Accelerated Deep Learning with PyTorch at Jupyter Day Atlanta II

ARTNet

Appearance-and-Relation Networks

AVA2.1_download

My script to download the AVA2.1 dataset as of [Jun 1st, 2018].

DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

guesswhat

GuessWhat?! Baselines

introtodeeplearning_labs

Lab Materials for MIT 6.S191: Introduction to Deep Learning

keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

l4-optimizer

Code for paper "L4: Practical loss-based stepsize adaptation for deep learning"

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

lime

Lime: Explaining the predictions of any machine learning classifier

MXNet_linalg_examples

Examples of building probabilistic models with MXNet linear algebra operators

neural_toolbox

standalone toolbox for neural modules (CBN, attention, FiLM layers etc.)

NeuralREG

Referring Expression Generation using Neural Networks

ohsu-biodatavis

Intro to Visualization for OHSU's BioData Club (https://biodata-club.github.io)

Peratham.github.io

pixelsne

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

realtime-action-detection

This repository will host the code of our real-time action detection and prediction paper

RL-Adventure

Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.

RL-Workshop

Deep Reinforcement Learning Workshop - Spring 2018

Social-Meaning

Projects relating to the intersection of sociolinguistics and probability

t3f

Tensor Train decomposition on TensorFlow

TCN

Sequence modeling benchmarks and temporal convolutional networks

Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

tensorflow-tutorial-1

A TensorFlow tutorial for computer vision

umap

Uniform Manifold Approximation and Projection

understanding-pytorch-batching-lstm

Understanding and visualizing PyTorch Batching with LSTM