awni

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

semantic-rntn

Recursive Neural Tensor Network for sentiment classification

py-arpa-lm

Python API for reading and querying ARPA formatted language models.

warp-ctc

Fast parallel CTC.

backgammon

Backgammon Game and RL Agents (based on TDGammon)

cinc17

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

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.

cudamat

Python module for performing basic dense linear algebra computations on the GPU using CUDA.

jiro

Practice problems for Machine Learning

mlx-tensor-puzzles

A port of Tensor-Puzzles to MLX

229t_project

CS229T Project Repository

awni.github.io

Machine-Learning Blog

gtn

Automatic differentiation with weighted finite-state transducers.

image_classifier

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

cs224n-pa4

cs224n-pa4

awni_ml

misc_visualizations

Misc Code for Making Figures and Visual Demos

thesis

Transcribing Real-Valued Sequences with Deep Neural Networks

academic_website

My academic webpage.

editdistance

hic

Hierarchical Information Content: Complexity at the Nexus of Order and Disorder

jax-models

Unofficial JAX implementations of deep learning research papers

label_bias

Latex source for "The Label Bias Problem"

mlx

MLX: An array framework for Apple silicon

post--ctc

Sequence Modelling with CTC