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Iris Z's Projects

cs5356 icon cs5356

Course repository of Building Startup Systems Section A (CS5356)

dynet_tutorials icon dynet_tutorials

Contains various short notebooks showing how to use DyNet. Created for CS 5740 at Cornell University.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

figureqa-baseline icon figureqa-baseline

TensorFlow implementation of the CNN-LSTM, Relation Network and text-only baselines for the paper "FigureQA: An Annotated Figure Dataset for Visual Reasoning"

nlvr icon nlvr

Cornell NLVR is a natural language grounding dataset with 92K examples. Each example shows an image and a sentence describing it, and is annotated with the truth-value of the sentence.

pippy icon pippy

Pipeline Parallelism for PyTorch

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

relationnetworks-clevr icon relationnetworks-clevr

A pytorch implementation for "A simple neural network module for relational reasoning", working on the CLEVR dataset

torchsnapshot icon torchsnapshot

A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind.

torchtitan icon torchtitan

A native PyTorch Library for large model training

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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