awni/awni_ml

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Python
Created about 11 years ago
Updated about 11 years ago

awni/awni_ml

awni

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speech

A PyTorch Implementation of End-to-End Models for Speech-to-Text

ecg

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

transducer

A Fast Sequence Transducer Implementation with PyTorch Bindings

automata_ml

An Introduction to Weighted Automata in Machine Learning

Jupyter Notebook

semantic-rntn

Recursive Neural Tensor Network for sentiment classification

py-arpa-lm

Python API for reading and querying ARPA formatted language models.

backgammon

Backgammon Game and RL Agents (based on TDGammon)

cinc17

AFIB Detection with Convolutional Networks (Computers In Cardiology Challenge 2017)

Jupyter Notebook

future_speech

The History of Speech Recognition to the Year 2030

cuthon

A simple tool to select the first free GPU(s) and run Python.

jiro

Practice problems for Machine Learning

mlx-tensor-puzzles

A port of Tensor-Puzzles to MLX

awni.github.io

Machine-Learning Blog

229t_project

CS229T Project Repository

image_classifier

Image classification with K-means for feature learning and logistic regression for classification

cs224n-pa4

academic_website

My academic webpage.

thesis

Transcribing Real-Valued Sequences with Deep Neural Networks

misc_visualizations

Misc Code for Making Figures and Visual Demos