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ishanivyas's Projects

bertviz icon bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

classifiers icon classifiers

Exploring the Limits of Classifiers in a Hostile Environment

clip icon clip

Contrastive Language-Image Pretraining

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALL·E.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

midas icon midas

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2020"

nvdiffrec icon nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

openbot icon openbot

OpenBot leverages smartphones as brains for low-cost robots. We have designed a small electric vehicle that costs about $50 and serves as a robot body. Our software stack for Android smartphones supports advanced robotics workloads such as person following and real-time autonomous navigation.

optml_course icon optml_course

EPFL Course - Optimization for Machine Learning - CS-439

python-is-cool icon 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.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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