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al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bieru

This is the code for BiERU

ce7454_2020

Deep learning course CE7454, 2020

charlm

Character-aware Neural Language Model implemented by PyTorch

cyn7hia.github.io

decision-tree

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

dialogue-generation

Generating responses with pretrained XLNet and GPT-2 in PyTorch.

double-dqn-stock-trading-rule

Code for paper Stock trading rule discovery with double deep Q-network

dqn

Basic DQN implementation

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

examples

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

hpca

C++ implementation of the Hellinger PCA for computing word embeddings.

jointec

Code for JointEC model

leetcode_solutions

nndial

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

note

This part describes some tips related to some famous projects / experiments in detail

paed

This is a repository for our paper (PAED: Zero-Shot Persona Attribute Extraction in Dialogues) accepted in ACL'23.

phobert

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

pytorch-beam-search-decoding

PyTorch implementation of beam search decoding for seq2seq models

reinforcement-learning

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

reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

skier

Code for Conversational Emotion Detection with Symbolic AI Integrated

stanza

Official Stanford NLP Python Library for Many Human Languages

stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

stock_market_reinforcement_learning

This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

stockpredictionrnn

High Frequency Trading Price Prediction using LSTM Recursive Neural Networks