Sashank Santhanam (sashank06)

sashank06

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Location:Charlotte, NC

Home Page:https://sashank06.github.io

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Sashank Santhanam's repositories

course-nlp

A Code-First Introduction to NLP course

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THRED

The implementation of the paper "Augmenting Neural Response Generation with Context-Aware Topical Attention"

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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PySyft

Encrypted Deep Learning Library

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MPC-Corpus

MPC: A Multi-Party Chat Corpus for Modeling Social Phenomena in Discourse.

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ai-deadlines

:alarm_clock: AI conference deadline countdowns

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DialogDatasets

A repository linking to publicly available dialog datasets. Feel free to send pull requests.

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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transformer_chatbot

Convai2 submission.

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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

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course-v3

The 3rd edition of course.fast.ai - coming in 2019

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deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

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fastai

The fastai deep learning library, plus lessons and and tutorials

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deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

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texar

Toolkit for Text Generation and Beyond

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BERT-pytorch

Google AI 2018 BERT pytorch implementation

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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

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l2w

The Official Repo for "Learning to Write with Cooperative Discriminators"

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reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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minimal-nmt

A minimal nmt example to serve as an seq2seq+attention reference.

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awesome-algorithms

A curated list of awesome places to learn and/or practice algorithms.

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scattertext

Beautiful visualizations of how language differs among document types

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DeepNLP-models-Pytorch

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

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tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

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afinn

AFINN sentiment analysis in Python

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AdaptiveAttention

Pytorch Implementation of Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning

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ganhacks

starter from "How to Train a GAN?" at NIPS2016

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tweets_extraction

Retrieve tweets from twitter by overcoming the 100 limit

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