tealgreen0503

Kengo Shimizu's starred repositories

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

Language:PythonBSD-3-Clause307600

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Language:PythonMIT587600

umap

Uniform Manifold Approximation and Projection

Language:PythonBSD-3-Clause723100

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:PythonNOASSERTION8050100

text

Models, data loaders and abstractions for language processing, powered by PyTorch

Language:PythonBSD-3-Clause347800

mcs_kfold stands for "monte carlo stratified k fold". This library attempts to achieve equal distribution of discrete/categorical variables in all folds. The greatest advantage of this method is that it can be applied to multi-dimensional targets.

Language:PythonMIT5600

toiro

A comparison tool of Japanese tokenizers

Language:PythonApache-2.011500

TextBlob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

Language:PythonMIT903000

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

Language:PythonApache-2.01877000

nlplot

Visualization Module for Natural Language Processing

Language:PythonMIT23100

transformer_for_chatbot_chainer

chainer implementation of transformer for chatbot

Language:Python200

torchsummaryX

torchsummaryX: Improved visualization tool of torchsummary

Language:Python29900

arXivTimes

repository to research & share the machine learning articles

MIT388200

cloudia

Tools to easily create a word cloud

Language:PythonMIT11500

pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

Language:PythonMIT150200

attention_branch_network

Attention Branch Network (CIFAR100, ImageNet models)

Language:PythonMIT26700

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

Language:PythonApache-2.0299400

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

Language:PythonApache-2.0781800

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Language:PythonApache-2.012940300

grad-cam-pytorch

PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)

Language:PythonMIT78300

annotated-transformer

An annotated implementation of the Transformer paper.

Language:Jupyter NotebookMIT539600

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Language:Jupyter NotebookMIT526300