twistedcubic/learn-to-hash

Stars
67
Rank 462,689 (Top 10 %)
Language
Python
License
MIT License
Created about 5 years ago
Updated almost 4 years ago

twistedcubic/learn-to-hash

twistedcubic

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Neural LSH [ICLR 2020] - Using supervised learning to produce better space partitions for fast nearest neighbor search.

attention-rank-collapse

[ICML 2021 Oral] We show pure attention suffers rank collapse, and how different mechanisms combat it.

Jupyter Notebook

HNHN

Hypergraph representation learning: Hypergraph Networks with Hyperedge Neurons.

coin-press

[NeurIPS 2020] Simple and practical private mean and covariance estimation.

Jupyter Notebook

que-outlier-detection

[NeurIPS 2019 Spotlight] High dimensional mean estimation and outlier detection in nearly-linear time.

copt

[NeurIPS 2020]. COPT - Coordinated Optimal Transport on Graphs

fast_ot

A study of performance of optimal transport.

fsck

Check and fix UNIX xv6 file system damages.

funML

Machine learning algorithms.

crossword

Crossword puzzle generator

learn_to_hash

Algorithms

Collection of fun algorithms and data structures.

knn_vgg

Epic comparison between feature clustering vs additional layers with various numbers of layers peeled off from VGG.

concurrency

Implemented concurrency architecture on Unix xv6.

SentenceGenerator

Generates sentences based on token dependency probabilities.

optimal_transport

An ongoing collection of optimal transport codes.