La organización google-research en GitHub alberga una amplia gama de proyectos públicos, destacándose en lenguajes como Python, Jupyter Notebook y C++. Entre sus repositorios más notables se encuentran bert, google-research y tuning_playbook, que son ampliamente utilizados en la investigación y el desarrollo de modelos de aprendizaje profundo.
Principales lenguajes
Repositorios públicos
bert
TensorFlow code and pre-trained models for BERT
google-research
Google Research
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
vision_transformer
No se proporcionó descripción para este repositorio.
arxiv-latex-cleaner
arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
scenic
Scenic: A Jax Library for Computer Vision Research and Beyond
football
Check out the new game server:
big_vision
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
albert
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
frame-interpolation
FILM: Frame Interpolation for Large Motion, In ECCV 2022.
t5x
No se proporcionó descripción para este repositorio.
kubric
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
language
Shared repository for open-sourced projects from the Google AI Language team.
robotics_transformer
No se proporcionó descripción para este repositorio.
circuit_training
No se proporcionó descripción para este repositorio.
pegasus
No se proporcionó descripción para este repositorio.
FLAN
No se proporcionó descripción para este repositorio.
disentanglement_lib
disentanglement_lib is an open-source library for research on learning disentangled representations.
planet
Learning Latent Dynamics for Planning from Pixels
maxim
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
morph-net
Fast & Simple Resource-Constrained Learning of Deep Network Structure
magvit
Official JAX implementation of MAGVIT: Masked Generative Video Transformer
pix2seq
Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)
rliable
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
android_world
AndroidWorld is an environment and benchmark for autonomous agents
recsim
A Configurable Recommender Systems Simulation Platform
federated
A collection of Google research projects related to Federated Learning and Federated Analytics.
robopianist
[CoRL '23] Dexterous piano playing with deep reinforcement learning.
dreamer
Dream to Control: Learning Behaviors by Latent Imagination
sam
No se proporcionó descripción para este repositorio.
weatherbench2
A benchmark for the next generation of data-driven global weather models.
distilling-step-by-step
No se proporcionó descripción para este repositorio.
byt5
No se proporcionó descripción para este repositorio.
rlds
No se proporcionó descripción para este repositorio.
arco-era5
Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
l2p
Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
papervizagent
No se proporcionó descripción para este repositorio.
self-organising-systems
No se proporcionó descripción para este repositorio.
reasoning-bank
No se proporcionó descripción para este repositorio.
population-dynamics
PDFM Embeddings: location-based vectors for geo-spatial analysis.
tf-slim
No se proporcionó descripción para este repositorio.
perch
No se proporcionó descripción para este repositorio.
language-table
Suite of human-collected datasets and a multi-task continuous control benchmark for open vocabulary visuolinguomotor learning.
Splat-SLAM
Splat-SLAM: Globally Optimized RGB-only SLAM with 3D Gaussians
task_adaptation
No se proporcionó descripción para este repositorio.
camel-prompt-injection
Code for the paper "Defeating Prompt Injections by Design"
syn-rep-learn
Learning from synthetic data - code and models
exoplanet-ml
Machine learning models and utilities for exoplanet science.
lm-extraction-benchmark
No se proporcionó descripción para este repositorio.
sparf
This is the official code release for SPARF: Neural Radiance Fields from Sparse and Noisy Poses [CVPR 2023-Highlight]
falken
Falken provides developers with a service that allows them to train AI that can play their games
kauldron
Modular, scalable library to train ML models
flood-forecasting
No se proporcionó descripción para este repositorio.
perceiver-ar
No se proporcionó descripción para este repositorio.
era
Code associated with the paper An AI system to help scientists write expert-level empirical software
cascades
Python library which enables complex compositions of language models such as scratchpads, chain of thought, tool use, selection-inference, and more.
weatherbenchX
A modular framework for evaluating weather forecasts
composed_image_retrieval
No se proporcionó descripción para este repositorio.
proteinfer
Deep networks for protein functional inference
pathdreamer
No se proporcionó descripción para este repositorio.
skai
SKAI is a machine learning based tool for performing automatic building damage assessments on aerial imagery of disaster sites.
semivl
[ECCV'24] Official Implementation of SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
spherical-cnn
No se proporcionó descripción para este repositorio.
mt-metrics-eval
Tools for evaluating the performance of MT metrics on data from recent WMT metrics shared tasks.
recsim_ng
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems
e3x
E3x is a JAX library for constructing efficient E(3)-equivariant deep learning architectures built on top of Flax.
corenet
CoReNet is a technique for joint multi-object 3D reconstruction from a single RGB image.
perch-hoplite
Tooling for agile modeling on large machine perception embedding databases.
crest
Repo for CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning
reincarnating_rl
[NeurIPS 2022] Open source code for reusing prior computational work in RL.
xmcgan_image_generation
No se proporcionó descripción para este repositorio.
true
Code and data accompanying the paper "TRUE: Re-evaluating Factual Consistency Evaluation".
swirl-lm
No se proporcionó descripción para este repositorio.
agent-based-epidemic-sim
No se proporcionó descripción para este repositorio.
mseb
No se proporcionó descripción para este repositorio.
paper-orchestra
PaperOrchestra is a multi-agent framework for automated AI research paper writing.
connectomics
No se proporcionó descripción para este repositorio.
spade_anomaly_detection
Semi-supervised anomaly detection method
nisaba
Finite-state script normalization and processing utilities
openfst
Finite-state Transducer (FST) Library.
precondition
No se proporcionó descripción para este repositorio.
m2svid
This is the official code release for “M2SVid: End-to-End Inpainting and Refinement for Monocular-to-Stereo Video Conversion”. 3DV 2026
si-score
No se proporcionó descripción para este repositorio.
active-adversarial-tests
Official implementation of the paper "Increasing Confidence in Adversarial Robustness Evaluations"
slip
SLIP is a sandbox environment for engineering protein sequences with synthetic fitness functions.
ml-for-systems-taxonomy
No se proporcionó descripción para este repositorio.
usnea
No se proporcionó descripción para este repositorio.
look-back-when-surprised
Look Back When Surprised: Stabilizing Reverse Experience Replay for Neural Approximation
robel-scenes
Shared MuJoCo simulation scenes and assets for ROBEL environments.
pydemos
No se proporcionó descripción para este repositorio.
honeyval
No se proporcionó descripción para este repositorio.
domain-robust
No se proporcionó descripción para este repositorio.
nodesynth
No se proporcionó descripción para este repositorio.
diffusion-score-smoothing
No se proporcionó descripción para este repositorio.
t2j-bench
T2J-Bench is a benchmark for semantic-preserving codebase conversion.
DBAP-simulation
No se proporcionó descripción para este repositorio.
tpu-hpc
No se proporcionó descripción para este repositorio.
Preguntas frecuentes
¿Qué construye google-research en GitHub?
google-research desarrolla herramientas y modelos de aprendizaje automático, así como proyectos relacionados con la investigación en inteligencia artificial. Sus repositorios incluyen implementaciones de algoritmos y modelos innovadores, como bert y tuning_playbook.
¿Qué lenguajes de programación utiliza google-research?
Los lenguajes de programación más utilizados por google-research incluyen Python, Jupyter Notebook, Shell y C++. Estos lenguajes son fundamentales para el desarrollo de sus proyectos de investigación y modelos de aprendizaje profundo.
¿Son públicos los repositorios de google-research?
Sí, todos los repositorios de google-research son públicos. Esto permite que la comunidad acceda a su código y colabore en la investigación, fomentando la transparencia y el intercambio de conocimientos en el ámbito de la inteligencia artificial.
¿Esta exposición es intencionada?
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