awni Goto Github PK

229t_project

CS229T Project Repository

academic_website

My academic webpage.

automata_ml

An Introduction to Weighted Automata in Machine Learning

awni.github.io

Machine-Learning Blog

awni_ml

backgammon

Backgammon Game and RL Agents (based on TDGammon)

cinc17

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

cs224n-pa4

cs224n-pa4

cudamat

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

cuthon

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

ecg

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

editdistance

future_speech

The History of Speech Recognition to the Year 2030

gtn

Automatic differentiation with weighted finite-state transducers.

hic

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

image_classifier

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

jax-models

Unofficial JAX implementations of deep learning research papers

jiro

Practice problems for Machine Learning

label_bias

Latex source for "The Label Bias Problem"

misc_visualizations

Misc Code for Making Figures and Visual Demos

mlx

MLX: An array framework for Apple silicon

mlx-tensor-puzzles

A port of Tensor-Puzzles to MLX

post--ctc

Sequence Modelling with CTC

py-arpa-lm

Python API for reading and querying ARPA formatted language models.

semantic-rntn

Recursive Neural Tensor Network for sentiment classification

speech

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

thesis

Transcribing Real-Valued Sequences with Deep Neural Networks

transducer

A Fast Sequence Transducer Implementation with PyTorch Bindings

warp-ctc

Fast parallel CTC.