Awni Hannun

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

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

transducer. A Fast Sequence Transducer Implementation with PyTorch Bindings

voxmlx. Realtime Transcription with Voxtral in MLX

mlx-skills. A repo of useful MLX skills.

mylm. Self-personalizing LM

automata_ml. An Introduction to Weighted Automata in Machine Learning

semantic-rntn. Recursive Neural Tensor Network for sentiment classification

mlx_nanocode. Minimal Claude Code alternative powered by MLX

picochat. Smaller and faster nanochat in MLX

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

mlx-examples. Examples in the MLX framework

picochat. Nanochat in MLX

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

k_sparse_attention. Yet another sparse attention

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

jiro. Practice problems for Machine Learning

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

mlx-lm. Run LLMs with MLX

229t_project. CS229T Project Repository

mlx. MLX: An array framework for Apple silicon

gtn. Automatic differentiation with weighted finite-state transducers.

awni.github.io. Machine-Learning Blog

cs224n-pa4. cs224n-pa4

label_bias. Latex source for "The Label Bias Problem"

mlx-vlm. MLX-VLM is a package for running Vision LLMs locally on your Mac using MLX.

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

thesis. Transcribing Real-Valued Sequences with Deep Neural Networks

awni_ml. Python

misc_visualizations. Misc Code for Making Figures and Visual Demos