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autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

ctab-gan

Official git for "CTAB-GAN: Effective Table Data Synthesizing"

german-sentiment

A data set and model for german sentiment classification.

haptic_transformer

Implemenatation of HAPtic TRansformer used in task of terrain classification from force/torque data.

node

Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data

pytorch-attention

🦖Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.🔥🔥🔥

shap

A game theoretic approach to explain the output of any machine learning model.

stoch-predict-with-tranformer-lstm

stock predict with MLP,CNN,RNN,LSTM,Transformer and Transformer-LSTM

sttn

Crash-risk propagation simulating

tabular-benchmark

tabular-dl-tabr

The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"

transformer-bert-sms-spam-detection

Spam SMS Detection Project implemented using NLP & Transformers. DistilBERT - a hugging face Transformer model for text classification is used to fine-tune to best suit data to achieve the best results. Multinomial Naive Bayes achieved an F1 score of 0.94, the model was deployed on the Flask server. Application deployed in Google Cloud Platform

transformers

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

vehicle-crash-identification

Real-Time Crash Identification using Connected Electric Vehicle Operation Data

xai_transformertabular

Development of a Transformer to work with tabular data in binary and multiclass classification that provides an explanation of the results it provides.

zihaopytorch

simple tutorial of pytorch