Nan Jiang's repositories

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nelson-cd

Learning Markov Random Fields for Combinatorial Structures via Sampling through Lovász Local Lemma. AAAI 2023

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CORE-SP

Constraint Reasoning Embedded Structural Prediction

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bfs-cuda

Implementation of breadth first search on GPU with CUDA Driver API.

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blocksparse

Efficient GPU kernels for block-sparse matrix multiplication and convolution

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CPSC540_project

Implementing and Testing Variance Reduced Method

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cvgp

Symbolic Regression via Control Variable Genetic Programming. ECML-PKDD 2023

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data_and_evaluation

Data generation and evaluation metrics (Confluent Vessel Trees with Accurate Bifurcations, CVPR2021)

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HutchPlusPlus

Code for Hutch++: Optimal Stochastic Trace Estimation

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introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

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kalign

A fast multiple sequence alignment program.

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Multi-step-Greedy-Reinforcement-Learning-Algorithms

Multi-step Greedy Reinforcement Learning Algorithms

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OCConfigCompare

Python script to compare two plists and list missing keys in either.

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PALM

Investigate Learning Approaches for Pairwise Protein Sequence Alignment

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parallel-dfs-dag

A parallel implementation of DFS for Directed Acyclic Graphs (https://research.nvidia.com/publication/parallel-depth-first-search-directed-acyclic-graphs)

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pddlgym

Convert a PDDL domain into an OpenAI Gym environment.

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pytorch_block_sparse

Fast Block Sparse Matrices for Pytorch

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Q-learning-Hanoi

Solves the Tower of Hanoi puzzle by Q-learning

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Replica_Exchange_Stochastic_Gradient_MCMC

Code for Non-convex Learning via Replica Exchange Stochastic Gradient MCMC, ICML 2020.

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sqlova-with-dataype-constraint

sqlova with dataype constraint

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srsci

Scientist-in-the-loop benchmark for symbolic regression

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stanza

Official Stanford NLP Python Library for Many Human Languages

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tree_expectations

Code Repository for "Efficient Computation of Expectations under Spanning Tree Distributions", http://arxiv.org/abs/2008.12988

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treesample

Sampling algorithms for directed spanning trees

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