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Andrea Madotto's starred repositories

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

Language:PythonMIT7839 84 450

Learning-to-See-in-the-Dark

Learning to See in the Dark. CVPR 2018

Language:PythonMIT5431 171 110

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

Language:PythonMIT3985 37 149

GPT2-chitchat

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI**)

Language:Python2968 41 118

DialoGPT

Large-scale pretraining for dialogue

Language:PythonMIT2339 55 84

PPLM

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

Language:PythonApache-2.01125 28 41

go-explore

Code for Go-Explore: a New Approach for Hard-Exploration Problems

Language:PythonNOASSERTION553 19 13

trade-dst

Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743

Language:Python392 22 38

GradientEpisodicMemory

Continuum Learning with GEM: Gradient Episodic Memory

Language:PythonNOASSERTION389 14 6

universal-triggers

Universal Adversarial Triggers for Attacking and Analyzing NLP (EMNLP 2019)

Language:PythonMIT288 9 21

Universal-Transformer-Pytorch

Implementation of Universal Transformer in Pytorch

Language:Python254 8 14

MCTS

A simple package to allow users to run Monte Carlo Tree Search on any perfect information domain

Language:PythonMIT195 7 11

GLMP

PyTorch code for ICLR 2019 paper: Global-to-local Memory Pointer Networks for Task-Oriented Dialogue https://arxiv.org/pdf/1901.04713

Language:Python160 15 9

RevTorch

Framework for creating (partially) reversible neural networks with PyTorch

Language:PythonBSD-3-Clause144 6 7

PAML

Personalizing Dialogue Agents via Meta-Learning

Language:Jupyter NotebookMIT127 8 20

DeepESN

Deep Echo State Network (DeepESN) Python library

Language:PythonBSD-3-Clause112 9 5

Reformer-pytorch

Implements Reformer: The Efficient Transformer in pytorch.

Language:PythonMIT82 6 3

coach

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)

Language:PythonMIT77 6 4

ILPO

Official implementation of ICML paper Imitating Latent Policies from Observation

Language:PythonMIT73 9 1

Xpersona

XPersona: Evaluating Multilingual Personalized Chatbot

Language:PythonMIT67 6 6

FloRL

Implicit Normalizing Flows + Reinforcement Learning

Language:PythonMIT60 4 2

reformer_lm

a Pytorch implementation of the Reformer Network (https://openreview.net/pdf?id=rkgNKkHtvB)

Language:Jupyter NotebookMIT53 6 3

Meta-Graph

Meta-Learning for Few Shot Link Prediction

Language:Python46 5 4

dialogue-emotion

Hierarchical Attention for Dialogue Emotion Classification (SemEval, NAACL)

Language:PythonMIT42 50

DialoGPT-MMI-decoder

MMI decoder for DialoGPT and discord bot

Language:PythonMIT42 5 3

CGMM

Official Repository of "Contextual Graph Markov Model" (ICML 2018 - JMLR 2020)

Language:PythonBSD-3-Clause36 50

VGLM

Versatile Generative Language Model

Language:PythonMIT26 20

GettingToKnowYou

Language:Python21 5 3

hyperpartisan-news-detection

SemEval 2019 Task 4: Hyperpartisan News Detection

Language:PythonMIT14 20

hyperpartisan-news-detection

SemEval 2019 Task 4: Hyperpartisan News Detection

Language:PythonMIT8 40