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amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

attributed-qa

We believe the ability of an LLM to attribute the text that it generates is likely to be crucial for both system developers and users in information-seeking scenarios. This release consists of human-rated system outputs for a new question-answering task, Attributed Question Answering (AQA).

audio-app-mf-ct-aws

AWS training and deployment of an audio-classification web app

audio-app-mf-ct-heroku

Heroku deployment of mf ct audio app

audio-classification

empty directory for audio classification videos

audio-competition

audioset_tagging_cnn

audiosignalprocessingforml

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

bathbib

BibTeX and biblatex styles for the University of Bath's Harvard referencing style

bear-detector-on-heroku

Bear detector that works on Heroku: https://course.fast.ai/videos/?lesson=2

bird-recognition-review

A list of useful resources in the bird sound (song and calls) recognition, such as datasets, papers, links to open source projects and competitions

blog

Blog of my journey into Machine Learning

chatbot

circles-sines-signals

A Compact Primer on Digital Signal Processing

coco-manager

Scripts to manage COCO datasets

coin-collector

Coin Collector Game

concrete_nlp_tutorial

An NLP workshop about concrete solutions to real problems

course-v3

The 3rd edition of course.fast.ai

csv-spectrum

A variety of CSV files to serve as an acid test for CSV parsing libraries

data-science-interviews

Data science interview questions and answers

deep-learning-pytorch-huggingface

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

depthai-experiments

Experimental projects we've done with DepthAI.

derotate

Deep learning web app that understands if/how an image is rotated and "derotates" it

detr

End-to-End Object Detection with Transformers

dlai-tf-in-practice

deeplearning.ai - TensorFlow in Practice course colab notebooks

docs

TensorFlow documentation

dog-pose-estimation

🐕 Fun experiment to train a pose estimation model for dogs using the DeepLabCut toolkit

drumbot

Play real-time music with a machine learning drummer that drums based on your melody.

extra-streamlit-components

An all in one place, to find complex or just not available components by default on streamlit.