GrzegorzWarzecha

autoascend

The first place solution for the NeurIPS 2021 Nethack Challenge -- https://www.aicrowd.com/challenges/neurips-2021-the-nethack-challenge

backpropamine

Train self-modifying neural networks with neuromodulated plasticity

CogKR

Source code and dataset for paper "Cognitive Knowledge Graph Reasoning for One-shot Relational Learning"

currentVers

data-mesh

A cloud native data mesh implementation

deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

docker-stacks

Ready-to-run Docker images containing Jupyter applications

ERNIE

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

ES

Evolution Strategy (ES) implementation of https://arxiv.org/abs/1703.03864

ferm

FERM: A Framework for Efficient Robotic Manipulation

FROST

FROST: Faster and more Robust One-shot Semi-supervised Training

gitchangelog

Creates a changelog from git log history.

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt_index

GPT Index (LlamaIndex) is a project consisting of a set of data structures designed to make it easier to use large external knowledge bases with LLMs.

hebbianCNN

Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)

HebbianMetaLearning

Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

lifelong_rl

Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Reset-Free Lifelong Learning with Skill-Space Planning.

mindmeld

An Open Source Conversational AI Platform for Deep-Domain Voice Interfaces and Chatbots.

OgmaNeo2

Sparse Predictive Hierarchies (SPH)

PlaNet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

rootstack-devfactory

The Devfactory is a solution meant to provide teams a quick container/native/vm runtime enviroment. The goal is as follows: Use the hashicorp toolset to provide Service discovery/mesh Runtime environment for vm/containers/native/springboot Secure and transparant routing Auditability and logging out of the box, with minimal adjustments needed Monitored environment

schema-rl

science_cognitive_programs

Implementation of concept induction for Science Robotics paper

science_rcn

Reference implementation of a two-level RCN model

sentence-transformers

Sentence Embeddings with BERT & XLNet

SGC

official implementation for the paper "Simplifying Graph Convolutional Networks"

taxy-ai-backup

TaxyAI: Open-source browser automation with GPT-4 (backup)

UE4Examples

Unreal Engine 4 Examples

VAE-cFlow-ZSL

Implementation for "Generalized Zero-Shot Learning via VAE-Conditioned Generative Flow" （https://arxiv.org/abs/2009.00303）

zero_shot_cot

Prod Env