pangzhan27 Goto Github PK

layer_augmentation_qa

Implementation of the machine comprehension model in our ACL 2019 paper: Augmenting Neural Networks with First-order Logic.

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

mdca-calibration

[CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration"

mostpopularroute

Algorithms for discovering popular routes from trajectories

neural-astar

Official implementation of "Path Planning using Neural A* Search" (ICML-21)

neural-combinatorial-rl-pytorch

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

pang.github.com

pangzhan27.github.io

papers

probabilistic_automata

Python library for manipulating probablistic automata.

ptrnet_tsp_solver

PointerNet for TSP

pykan

Kolmogorov Arnold Networks

r2cnn-plus-plus_tensorflow

This is a tensorflow implementation of R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy.

releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

samp2symb

Python library for inferring symbolic structures (e.g., Linear temporal logic formulas, Deterministic Finite Automata) from examples (sample of traces).

scikit-lr

Machine Learning package for Label Ranking problems in Python.

video-mamba-suite

The suite of modeling video with Mamba

xaddpy