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clge icon clge

Chinese Language Generation Evaluation 中文生成任务基准测评

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

kernel-calibration icon kernel-calibration

Code to reproduce the experiments from the Neurips 2023 paper "Calibration by Distribution Matching: Trainable Kernel Calibration Metrics"

kkndme icon kkndme

kkndme聊房,数据整理自天涯。提供HTML、PDF和Markdown三种形式。

lstm-deepfm icon lstm-deepfm

Code Implement of A Data-driven Self-supervised LSTM-DeepFM Model for Industrial Soft Sensor

mdistiller icon mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf

models icon models

Models and examples built with TensorFlow

prophetnet icon prophetnet

ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training https://arxiv.org/pdf/2001.04063.pdf

pycorrector icon pycorrector

pycorrector is a toolkit for text error correction. 文本纠错,Kenlm,Seq2Seq_Attention,BERT,MacBERT,ELECTRA,ERNIE,Transformer等模型实现,开箱即用。

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorchnlpbook icon pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

reproducing-ml-algorithms icon reproducing-ml-algorithms

reading Li Hang's book <Statistical Learning>, using pure python (numpy, pandas) to reproducing algorithms.

simulation_work icon simulation_work

包括欧拉法,改进欧拉法,四阶经典龙格库塔法,Adam预估校正法

tips-in-tensorflow icon tips-in-tensorflow

Reading the book <Hands-on Machine Learning with sklearn and tensorflow> and write some important codes

transformers icon transformers

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

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