Awni Hannun (@awni)
github

awni

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Top repositories

1

speech

A PyTorch Implementation of End-to-End Models for Speech-to-Text
Python
736
star
2

ecg

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
Python
667
star
3

transducer

A Fast Sequence Transducer Implementation with PyTorch Bindings
C++
195
star
4

automata_ml

An Introduction to Weighted Automata in Machine Learning
Jupyter Notebook
60
star
5

semantic-rntn

Recursive Neural Tensor Network for sentiment classification
Python
54
star
6

py-arpa-lm

Python API for reading and querying ARPA formatted language models.
Python
33
star
7

backgammon

Backgammon Game and RL Agents (based on TDGammon)
Python
16
star
8

cinc17

AFIB Detection with Convolutional Networks (Computers In Cardiology Challenge 2017)
Jupyter Notebook
15
star
9

future_speech

The History of Speech Recognition to the Year 2030
TeX
11
star
10

cuthon

A simple tool to select the first free GPU(s) and run Python.
Python
9
star
11

jiro

Practice problems for Machine Learning
CSS
5
star
12

mlx-tensor-puzzles

A port of Tensor-Puzzles to MLX
4
star
13

awni.github.io

Machine-Learning Blog
SCSS
3
star
14

229t_project

CS229T Project Repository
MATLAB
3
star
15

image_classifier

Image classification with K-means for feature learning and logistic regression for classification
Python
3
star
16

cs224n-pa4

cs224n-pa4
Java
2
star
17

academic_website

My academic webpage.
HTML
1
star
18

thesis

Transcribing Real-Valued Sequences with Deep Neural Networks
TeX
1
star
19

misc_visualizations

Misc Code for Making Figures and Visual Demos
HTML
1
star
20

awni_ml

Python
1
star