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2017-hare-and-hounds

ad_prediction

Alzheimer's Disease Prediction by using ResNet, AlexNet

attnvis

Minimal Interactive Attention Visualization

auto-tuning

bayesian-machine-learning

Notebooks related to Bayesian methods for machine learning

clean_with_moses

Clean parallel corpus with moses.

crawler

a simple 163 stock crawler

curriculum_learning_scores

Score sentences by different features for the use of curriculum learning for machine translation task.

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gbopt

The graph-based optimization.

gbssl

Graph-Based Semi-Supervised Learning Algorithms

george

Fast and flexible Gaussian Process regression in Python

ggp

Code and data for the paper `Bayesian Semi-supervised Learning with Graph Gaussian Processes'

hpo_nmt

Datasets for Hyperparameter Optimization of Neural Machine Translation

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

machine-translation

Fall 2017 Machine Translation

ngram_generator

Generate ngrams based on pointwise mutual information.

nparam

Calculate the number of model parameters given hyper-parameter settings.

pareto

Pareto Frontier Computation

robo

RoBO: a Robust Bayesian Optimization framework

slr_handshape

Handshape-aware sign language recognition.

slrt

slt

Sign Language Transformers (CVPR'20)

sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

sockeye-recipes

Training scripts and recipes for Sockeye Neural Machine Translation toolkit

sportspartner

study_resource

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

tutorials

机器学习相关教程