Sujoy Roy's repositories
image-quality-assessment
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
awesome-algorithms-books
CLRS + Algorithhms by Robert Sedgewick, Kevin Wayne +Algorithm_design by Jon Kleinberg and Éva Tardos
end-to-end-transformers
end-to-end Transformers workflow with SageMaker
sagemaker-explaining-credit-decisions
Amazon SageMaker Solution for explaining credit decisions.
jupyter_notebooks
Collection of Jupyter notebooks for data science problems
deepbayes-2019
Practical assignments of the Deep|Bayes summer school 2019
amazon-sagemaker-script-mode
Amazon SageMaker Script Mode examples
WWW20-Hands-on-Tutorial
Materials for DGL hands-on tutorial in WWW 2020
sagemaker-safe-deployment-pipeline
Safe deployment pipeline for Amazon SageMaker
pytudes
Python programs to practice or demonstrate skills.
bartpy
Bayesian Additive Regression Trees For Python
research-ms-loss
MS-Loss: Multi-Similarity Loss for Deep Metric Learning
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
causal_inference_python_code
Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins
serverless-artillery
Combine serverless with artillery and you get serverless-artillery for instant, cheap, and easy performance testing at scale.
python-is-cool
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
pytorch_modelsize
Estimates the size of a PyTorch model in memory
ffmpeg-aws-lambda-layer
FFmpeg/FFprobe AWS Lambda layer
aesthetics
Image Aesthetics Toolkit - includes Fisher Vector implementation, AVA (Image Aesthetic Visual Analysis) dataset and fast multi-threaded downloader
pigeon
🐦 Quickly annotate data from the comfort of your Jupyter notebook
notes
Resources to learn more about Machine Learning and Artificial Intelligence
free-programming-books
:books: Freely available programming books
Learning-Deep-Features-for-One-Class-Classification
#Deep One class #Anomaly Detection