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allennlp

An open-source NLP research library, built on PyTorch.

awesome-adversarial-machine-learning

A curated list of awesome adversarial machine learning resources

awesome-meta-learning

A curated list of Meta-Learning resources/papers.

awesome-zero-shot-learning

A curated list of papers, code and resources pertaining to zero shot learning

awsome-domain-adaptation

A collection of AWESOME things about domian adaptation

balancedmse

[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression

clcc-cvpr21

An official TensorFlow implementation of “CLCC: Contrastive Learning for Color Constancy” accepted at CVPR 2021.

digestant

Modules for effectively digesting data from Twitter and Reddit using ML, NLP and statistics.

disentangled-representation-papers

A curated list of research papers related to learning disentangled representations

domain-generalization

All about domain generalization

errant

Modified ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences. See the section "Difference between this repo and the original one".

facebook-chat-api

grammar-pattern

Extract and align grammar patterns from English sentences.

grammaticality-metrics

evaluation suite for testing automatic grammatical error corrections

imagenet2coco

A demo for mapping class labels from ImageNet to COCO.

kaggle-quora-question-pairs

This is our team's solution report, which achieves top 10% (305/3307) in this competition.

kmeans-dbscan-tutorial

A clustering tutorial with scikit-learn for beginners.

learn-to-highlight-movies

Highlight Stephen Chow's famous movies using bullet-screen comments, document vector and neural network.

m2scorer

MaxMatch (M^2) Scorer - Evaluation program for grammatical error correction systems.

maskrcnn-benchmark

ml-contests-conf

ML and DL related contests, competitions and conference challenges.

nlplab-web

nthu-cedl2017-hw0-dl-expert-intro

nthu-cedl2017-hw1-deep-classfication

TensorFlow implementation of two-stream VGG-16 net for object classfication in video frames

nthu-cedl2017-hw2-mdps

The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU

nthu-cedl2017-hw3-policy-gradient

The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU

nthu-computer-vision

NTHU CS6550 Computer Vision slides and my code solutions for fall semester 2016.

nthu-machine-learning

NTHU EE6550 Machine Learning slides and my code solutions for spring semester 2017.

one-shot-object-detection

Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch

opennmt-py

Open Source Neural Machine Translation in PyTorch