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academic-website

academicodec

AcademiCodec: An Open Source Audio Codec Model for Academic Research

afrolid

AfroLID, a powerful neural toolkit for African languages identification which covers 517 African languages.

awesome-large-audio-models

Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.

chatbot

A simple chatbot built with ChatterBot.

comma10k-baseline

A baseline segmentation example using the comma10k dataset (WIP)

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

deephash-papers

Must-read papers on deep learning to hash (DeepHash)

deeplearningwithpython

Notes and Code from Francois Chollet's book, deeplearningwithpython.

epic

Tiny kernel experiment with the goal of running a precompiled 64-bit Linux ELF executable of `echo` as-is. Purely for educational purposes.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

former

Simple transformer implementation from scratch in pytorch.

hetseq

HetSeq: Distributed GPU Training on Heterogeneous Infrastructure

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

learning-vhdl

lhotse

Tools for handling speech data in machine learning projects.

mit18.s191

Coursework for MIT18.S191: Introduction to Computational Thinking

nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

notebooks

Machine learning notebooks in different subjects optimized to run in google collaboratory

ocr-paper

ocr-paper

openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models.

os-tutorial

How to create an OS from scratch

plmpapers

Must-read Papers on pre-trained language models.

retinexnet

A Tensorflow implementation of RetinexNet

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

speed-challenge-2017

Explore how well deep neural networks perform at predicting vehicle speed given just visual data (dashcam video) containing highway and suburban driving.

ssl-class-sp23

Homeworks for Self-Supervised Learning Class

stat453-deep-learning-ss20

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)

textrecognitiondatagenerator

A synthetic data generator for text recognition