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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

awesome-image-quality-assessment

A comprehensive collection of IQA papers

cifar10_classification

The task is to build image classification model using cifar-10 dataset. For comparison, CNN model and pretrainned AutoEncoder CNN model were built.

cmakelists

Quick note for commands and related links for preparing CMakeLists.txt

compress-video-size-with-audio

Reduce the video size and merge audio.

cov19-data

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

docker

Commands to pull docker containers

educational

fastbook

The fastai book, published as Jupyter Notebooks

git-commands

gradio

Create UIs for prototyping your machine learning model in 3 minutes

house-price

House price prediction DNN model

image-convert-rename

json_to_csv

Converting a Json file to CSV file.

leetcode-solutions

This repo contains my Leetcode Solutions question-wise !

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

pytorch_geometric

Graph Neural Network Library for PyTorch

reba_dataset

REBA score is computed using Human3.6m dataset. This dataset can be merged with Human3.6m 3D keypoints dataset which can be resourceful for Ergonomic posture analysis.

sakura

Predicting cherry blossom

template_match

text-classification

udlbook

Understanding Deep Learning - Simon J.D. Prince