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Thiya's Projects

eeqa icon eeqa

Event Extraction by Answering (Almost) Natural Questions

efax icon efax

Exponential families for JAX

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

electra_pytorch icon electra_pytorch

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

eli5 icon eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

elr icon elr

Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels

emb-gam icon emb-gam

An interpretable and efficient predictor using pre-trained language models. Scikit-learn compatible.

embeddinghub icon embeddinghub

A storage engine for vector machine learning embeddings.

embedkgqa icon embedkgqa

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

emd icon emd

An implementation of Squared Earth-Mover's Distance loss for Neural Networks.

emdr2 icon emdr2

Code and Models for the paper "End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering"

emfdscore icon emfdscore

Fast, flexible extraction of moral information from textual input data.

empatheticdialogues icon empatheticdialogues

Dialogue model that produces empathetic responses when trained on the EmpatheticDialogues dataset.

encodec icon encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

end2endautomaticspeechrecognition icon end2endautomaticspeechrecognition

In this repository, I have developed an end to end Automatic speech recognition project. I have developed the neural network model for automatic speech recognition with PyTorch and used MLflow to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry.

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