derekchen14

task_oriented_dialog_agent

Dialog agent for handling task oriented chat

mixture_soft_prompts

Official repository for "MSP: Mixture of Soft Prompts for Controllable Data Generation"

stabilized_prompting_fsl

Study meta-learning stabilized prompting with PLMs for few-shot learning on dialogue

attention_mechanism

Bi-directional LSTM/GRU for Deep Learning and applying Attention Mechanism

basic_nn

Basic neural network implementation using only numpy

chat_web_interface

Web template of an interface that can be hooked up to an NLG model.

cocoa

Framework for learning dialogue agents in a two-player game setting.

cs224n

D3Q

Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning

DataAug4NLP

Collection of papers and resources for data augmentation for NLP.

databases

DDQ

Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning

derekchen14.github.io

Personal Blog for Derek Chen

dynamic_memory_network

DMN for studying deep learning applied to Visual QA and Memory Networks

e2eflow

End to end pipeline for exploring, cleaning, training and outputting machine learning models

FSB

The Few-Shot Bot: Prompt-Based Learning for Dialogue Systems

interactive-table

Opinionated and extensible data tables for Soleda

mixtape

Simple Music Player with Drag n Drop start

mytunes

n-queens

practical_seq2seq

A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly

recursion

reinforcement_learning

Diving into Deep Q-networks and Policy Gradients

scrapy_projects

Web scraping projects using Python's Scrapy

snippet_rnn

Recurrent Neural Network w/ LSTMs for snippet classification

staging

For testing deployment to Render

subclass-dance-party

truly-native

kaggle competition for learning the basics

twittler

underbar