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InstaDeep Ltd's Projects

aichor-demo icon aichor-demo

Collection of smoke test with any operator, for AIchor platform

alphanpi icon alphanpi

Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.

awesome-marl icon awesome-marl

A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers

bioclip icon bioclip

Contrasting Sequence with Structure: Pre-training Graph Representations with PLMs

catx icon catx

🐈‍âŦ› Contextual bandits library for continuous action trees with smoothing in JAX

compass icon compass

:compass: COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search

debatellm icon debatellm

Benchmarking Multi-Agent Debate between Language Models for Truthfulness in Q&A.

egta-nmarl icon egta-nmarl

Experiments for performing empirical game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning.

fastpbrl icon fastpbrl

Vectorization techniques for fast population-based training.

fizz icon fizz

:lemon: Gin wrapper with OpenAPI 3 spec generation

flashbax icon flashbax

⚡ Flashbax: Accelerated Replay Buffers in JAX

framedipt icon framedipt

FrameDiPT: an SE(3) diffusion model for protein structure inpainting

gcp-gpu-metrics icon gcp-gpu-metrics

📈 Tiny Go binary that aims to export Nvidia GPU metrics to GCP monitoring, based on nvidia-smi.

gpustat icon gpustat

📊 A simple command-line utility for querying and monitoring GPU status

indabax-tunisia-2019 icon indabax-tunisia-2019

This repository contains the practical notebooks for the Indabax Tunisia 2019, held in Tunis on 13 April.

instanovo icon instanovo

De novo peptide sequencing with InstaNovo: Accurate, database-free peptide identification for large scale proteomics experiments

jumanji icon jumanji

🕹ī¸ A diverse suite of scalable reinforcement learning environments in JAX

lightmhc icon lightmhc

LightMHC: A Light Model for pMHC Structure Prediction with Graph Neural Networks

locust-predict icon locust-predict

Locust breeding ground prediction using pseudo-absence generation and machine learning.

manyfold icon manyfold

đŸ§Ŧ ManyFold: An efficient and flexible library for training and validating protein folding models

marl-eval icon marl-eval

A tool for aggregating and plotting MARL experiment data.

matrax icon matrax

A collection of matrix games in JAX

mava icon mava

đŸĻ A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

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