Sashank Santhanam's repositories
course-nlp
A Code-First Introduction to NLP course
THRED
The implementation of the paper "Augmenting Neural Response Generation with Context-Aware Topical Attention"
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PySyft
Encrypted Deep Learning Library
MPC-Corpus
MPC: A Multi-Party Chat Corpus for Modeling Social Phenomena in Discourse.
ai-deadlines
:alarm_clock: AI conference deadline countdowns
DialogDatasets
A repository linking to publicly available dialog datasets. Feel free to send pull requests.
transformer_chatbot
Convai2 submission.
pytorch-openai-transformer-lm
A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
course-v3
The 3rd edition of course.fast.ai - coming in 2019
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
fastai
The fastai deep learning library, plus lessons and and tutorials
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
texar
Toolkit for Text Generation and Beyond
BERT-pytorch
Google AI 2018 BERT pytorch implementation
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
l2w
The Official Repo for "Learning to Write with Cooperative Discriminators"
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
minimal-nmt
A minimal nmt example to serve as an seq2seq+attention reference.
awesome-algorithms
A curated list of awesome places to learn and/or practice algorithms.
scattertext
Beautiful visualizations of how language differs among document types
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
afinn
AFINN sentiment analysis in Python
AdaptiveAttention
Pytorch Implementation of Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning
ganhacks
starter from "How to Train a GAN?" at NIPS2016
tweets_extraction
Retrieve tweets from twitter by overcoming the 100 limit