Cristobal Eyzaguirre's Projects
Adaptive computation time in pytorch
My own take on A*/Dijkstra Pathfinding. Its a generalization to permit all implementations while using any data-structures and heuristic functions regardless of whether or not the "map" fits in memory.
Generalizations on backtracking algorithms (w or w/o recursion). They can use whatever data-structures and heuristic functions.
Build a Jekyll blog in minutes, without touching the command line.
Repository for hosting the code for the CVPR 2020 paper Differentiable Adaptive Computation Time for Visual Reasoning.
Custom installation and setup script for my personal deep learning box and for AWS
Research code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"
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LAVIS - A One-stop Library for Language-Vision Intelligence
Memory, Attention and Composition (MAC) Network for CLEVR implemented in PyTorch
Neural State Machine implemented in PyTorch
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
Using public databases and AI to predict soccer results
MVC barebones template for Starlette (ASGI) based web projects.
Starter Code for VALUE benchmark
REST api for sending text/images through telegram. It follows a subscriber model where users subscribe to a specific logger using a token, and will receive all subsecuent messages in their telegram accounts via a bot.
Python library to easily log experiments and parallelize hyperparameter search for neural networks
Code for the paper "Improving Vision-and-Language Navigation with Image-Text Pairs from the Web" (ECCV 2020)