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Agni's Projects

aws-studio-lab-automl icon aws-studio-lab-automl

Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!

benchm-ml icon benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

caafe icon caafe

CAAFE lets you semi-automate your feature engineering process based on your explanations on the dataset and with the help of language models. It is based on the paper "LLMs for Semi-Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering" by Hollmann, Müller, and Hutter (2023).

calibnet icon calibnet

Self-Supervised Extrinsic Calibration using 3D Spatial Transformer Networks

cbmv icon cbmv

Welcome to the code repository of CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. CVPR 2018

coding-in-tensorflow icon coding-in-tensorflow

Nothing strengthens better your knowledge in Deep Learning than coding an actual model and application. Take the 5 week challenge with Robert, David and George and join us each Friday for a fun and engaging hands-on coding session using TensorFlow 🎉

convolutional-neural-networks icon convolutional-neural-networks

Convolutional Neural Networks repository for all projects of Course 4 of 5 of the Deep Learning Specialization covering CNNs and classical architectures like LeNet-5, AlexNet, GoogleNet Inception Network, VGG-16, ResNet, 1x1 Convos, OverFeat, R-CNN, Fast R-CNN, Faster R-CNN, YOLO, YOLO9000, DeepFace, FaceNet and Neural Style Transfer.

data-science-projects icon data-science-projects

This is the repo in which I post my data science, machine learning and deep learning project

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