Ashrya Agrawal's starred repositories
accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
financial-machine-learning
A curated list of practical financial machine learning tools and applications.
tensortrade
An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
annotated_latex_equations
Examples of how to create colorful, annotated equations in Latex using Tikz.
pytorchvideo
A deep learning library for video understanding research.
awesome-quantum-machine-learning
Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web
pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
TimeSformer
The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"
Video-Swin-Transformer
This is an official implementation for "Video Swin Transformers".
Awesome-Multimodal-Research
A curated list of Multimodal Related Research.
android_env
RL research on Android devices.
awesome-fairness-papers
Papers on fairness in NLP
clip_music_video
Code for making music videos using CLIP
STAM-pytorch
Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification
Video-Captioning
Video Captioning is an encoder decoder mode based on sequence to sequence learning
video-paragraph
Codes for paper "Towards Diverse Paragraph Captioning for Untrimmed Videos". CVPR 2021