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hao-zi's Projects

neurocuber icon neurocuber

NeuroCuber: training NeuroSAT to make cubing decisions for hard SAT problems

neurosat icon neurosat

NeuroSAT: Learning a SAT Solver from Single-Bit Supervision

nlocalsat icon nlocalsat

NLocalSAT; Boosting Local Search with Solution Prediction

nlp-library icon nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

nlp-roadmap icon nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

oklibrary icon oklibrary

A research platform and active library for generalised SAT solving

opentpu icon opentpu

A open source reimplementation of Google's Tensor Processing Unit (TPU).

paper-reading icon paper-reading

Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.

passgan icon passgan

A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)

pdp-solver icon pdp-solver

PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers

plmpapers icon plmpapers

Must-read Papers on pre-trained language models.

reinforcement_learning_tutorial_with_demo icon reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

rl-book icon rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

sacnn icon sacnn

reimplement of https://github.com/miao0913/SaCNN-CrowdCounting-Tencent_Youtu

sat-encoding icon sat-encoding

Encoding different problems into Boolean satisfiability

sgdlibrary icon sgdlibrary

MATLAB library for stochastic optimization algorithms: Version 1.0.17

simh icon simh

The Computer History Simulation Project

simon-speck icon simon-speck

The SIMON and SPECK families of lightweight block ciphers. #nsacyber

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