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app_deep_learning

T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis

ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

audio-transformers-course

The Hugging Face Course on Transformers for Audio

autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

cardiovascular_audio_classification

Heartbeat Sound Classification with Visual Domain Deep Neural Networks

code_snippets

computer-vision-matarials

covid-19

covid-net

COVID-Net Open Source Initiative

covid19-vit

cs-video-courses

List of Computer Science courses with video lectures.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.

data-winners

A collection of FREE python and R scripts for website development, analysis, and optimization. Includes advanced resources for topical authority and semantic content optimization.

deep_learning-usu

GitHub repository for deep learning courses owned and maintained by prof. Jahangiry

deep_xf

Package towards building Explainable Forecasting and Nowcasting Models with State-of-the-art Deep Neural Networks and Dynamic Factor Model on Time Series data sets with single line of code. Also, provides utilify facility for time-series signal similarities matching, and removing noise from timeseries signals.

distillablevit

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

fall2021_cs145_introdm

Introduction to data mining

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graphac

The project for the paper "Graph Attention for Automated Audio Captioning" accepted by IEEE Signal Processing Letter

hamux

Hierarchical Associative Memory User Experience

huggingface-notebooks

Notebooks using the Hugging Face libraries 🤗

large-language-models

Notebooks for Large Language Models (LLMs) Specialization

learn-deep-learning

AI Summer's complete catalog of articles

linkedin-skill-assessments-quizzes

Full reference of LinkedIn answers 2023 for skill assessments (aws-lambda, rest-api, javascript, react, git, html, jquery, mongodb, java, Go, python, machine-learning, power-point) linkedin excel test lösungen, linkedin machine learning test LinkedIn test questions and answers

llm-course

Course with a roadmap and notebooks to get into Large Language Models (LLMs).

llm-foundation-models1

mlp-mixer-cifar10

Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.

pcg_classification

Classification of Phonocardiogram signals (PCG) into Normal / Abnormal sounds to predict Cardiovascular diseases (CVD)

plant_pathology_2021-fgvc8_kaggle_challenge

Kaggle competition : identify the category of foliar diseases in apple trees. Implementation of a CNN with Keras and TensorFlow, on TPU hardware.

please-see-databricks-academy

The materials for this course are no longer available through GitHub. For more information, please see this repos' README file.