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Maksym Del's Projects

abstract-reasoning-matrices icon abstract-reasoning-matrices

Progressive matrices dataset, as described in: Measuring abstract reasoning in neural networks (Barrett*, Hill*, Santoro*, Morcos, Lillicrap), ICML2018

ai-economist icon ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

allennlp-light icon allennlp-light

allennlp-light is a port of AllenNLP's core modules and nn portions into a standalone package with minimum dependencies

amdim-public icon amdim-public

Public repo for Augmented Multiscale Deep InfoMax representation learning

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

arae icon arae

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

arena_2.0 icon arena_2.0

Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.

awesome-cto icon awesome-cto

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

c-3ma icon c-3ma

Scripts for Tartu Neural MT systems for WMT 17

captum icon captum

Model interpretability and understanding for PyTorch

cleanrl icon cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC)

contextual-repr-analysis icon contextual-repr-analysis

A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and Transferability of Contextual Representations", to appear at NAACL 2019.

cyclegansformer icon cyclegansformer

Unpaired Image-to-Image Translation with Transformer-based GANs in PyTorch [WIP]

diplomacy_cicero icon diplomacy_cicero

Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.

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