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lonePatient /BERT-NER-Pytorch

Star2.2k

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

nlp crf pytorch chinese span ner albert bert softmax focal-loss adversarial-training labelsmoothing

UpdatedMar 11, 2023
Python

nickgillian /grt

Star880

gesture recognition toolkit

machine-learning random-forest linear-regression kmeans support-vector-machine dynamic-time-warping gesture-recognition gesture-recognition-toolkit softmax grt

UpdatedNov 1, 2019
C++

shibing624 /pytextclassifier

Star520

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型实现，开箱即用。

python nlp machine-learning text-classification pytorch classification hierarchical bert softmax text-classifier focalloss-pytorch pytextclassifier

UpdatedSep 25, 2024
Python

happynear /AMSoftmax

Star491

A simple yet effective loss function for face verification.

deep-learning face-recognition metric-learning loss-functions softmax

UpdatedAug 3, 2018
MATLAB

tfzhou /ProtoSeg

Star385

CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View

prototype deep-learning clustering transformer segmentation metric-learning fcn semantic-segmentation nonparametric softmax nearest-neighbours-classifier

UpdatedJun 30, 2022
Python

Stonesjtu /Pytorch-NCE

Star319

The Noise Contrastive Estimation for softmax output written in Pytorch

pytorch language-model speedup softmax nce importance-sampling nce-criterion

UpdatedNov 6, 2019
Python

abhijitbendale /OSDN

Star288

Code and data for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016

deep-learning softmax-regression extract-features openmax softmax open-set

UpdatedApr 30, 2018
Python

liuyukid /transformers-ner

Star210

Pytorch-Named-Entity-Recognition-with-transformers

crf transformers pgd pytorch span ner albert bert softmax fgm electra xlm roberta adversarial-training distilbert camembert xlmroberta

UpdatedJun 1, 2020
Python

gyrdym /ml_algo

Sponsor

Star197

Machine learning algorithms in Dart programming language

dart classifier data-science machine-learning algorithm linear-regression machine-learning-algorithms regression hyperparameters sgd logistic-regression softmax-regression dartlang stochastic-gradient-descent softmax lasso-regression batch-gradient-descent mini-batch-gradient-descent softmax-classifier softmax-algorithm

UpdatedJul 7, 2025
Dart

amirhfarzaneh /lsoftmax-pytorch

Star189

The Pytorch Implementation of L-Softmax

machine-learning deep-learning pytorch mnist classification convolutional-neural-networks softmax softmax-classifier softmax-layer lsoftmax-loss

UpdatedAug 27, 2018
Python

AFAgarap /gru-svm

Star172

[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

machine-learning tensorflow svm recurrent-neural-networks artificial-intelligence gru supervised-learning classification intrusion-detection rnn artificial-neural-networks support-vector-machine rnn-tensorflow svm-classifier softmax classification-task gru-svm gru-model

UpdatedMar 24, 2023
Python

snrazavi /Machine-Learning-in-Python-Workshop

Star122

My workshop on machine learning using python language to implement different algorithms

python machine-learning workshop deep-learning numpy scikit-learn keras dropout batch-normalization neural-networks matplotlib convolutional-neural-networks gradient-descent backpropagation optimization-algorithms softmax machine-learning-workshop linear-classification

UpdatedJan 24, 2020
Jupyter Notebook

lucylow /Deep-Learning-Mahjong---

Sponsor

Star99

Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states

nlp markov-model mahjong reinforcement-learning computer-vision reactjs tensorflow game-development markov-chain supervised-learning game-theory deep-q-network reinforcement softmax supervised-machine-learning npc-generator deep-neural-network deep-learning-mahjong battle-mahjong game-play

UpdatedAug 24, 2022
JavaScript

ioanacroi /qb-norm

Star56

Cross Modal Retrieval with Querybank Normalisation

image video retrieval text softmax normalisation t2v dynamic-softmax inverted-softmax querybank

UpdatedNov 21, 2023
Python

Jumabek /net_intrusion_detection

Star50

Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution

learning flow machine-learning networking deep-learning neural-network network detection machine cnn pytorch network-monitoring deeplearning convolutional-neural-networks intrusion softmax 1d-cnn

UpdatedJun 13, 2024
Jupyter Notebook

ColumbiaDVMM /Heated_Up_Softmax_Embedding

Star43

Project page for Heated-up Softmax Embedding

metric-learning softmax

UpdatedSep 13, 2018
Python

eggie5 /NCE-loss

Star34

Tensorflow NCE loss in Keras

deep-learning word2vec keras recsys loss-functions softmax nce nce-loss

UpdatedOct 6, 2018
Python

VivianoRiccardo /Learning-Lab-C-Library

Star34

This library provides a set of functionalities for different type of deep learning (and ML) algorithms in C

c library deep-learning neural-network opencl transformer lstm convolutional-layers deeplearning residual-layers residual-networks backpropagation optimization-algorithms softmax adam-optimizer avarage nesterov adam-algorithm dropout-layers

UpdatedSep 29, 2023
C

KarhouTam /cuda-kernels

Star28

Some common CUDA kernel implementations (Not the fastest).

cuda-kernels gemm softmax relu cuda-programming layernorm cuda-learning

UpdatedDec 5, 2025
Cuda

weecology /LDATS

Star25

Latent Dirichlet Allocation coupled with Bayesian Time Series analyses

portal lda changepoint softmax parallel-tempering

UpdatedSep 17, 2023
R

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