Aprendizaje automático · GitHub

A VisualBasic(.NET) language kernel and runtime for scientific data computing, deep learning, LLM inference, GPU acceleration, visualization and command-line data-science applications — running on .NET (net10.0) across Windows, Linux and macOS.

• Extended VisualBasic syntax — Value(Of T) inline assignment, List(Of T) with a + append operator and rich indexers, LINQ helpers (Sequence, Iterates, which, sentinel) and Unix-shell style helpers (UnixBash.ls, cat).
• Command-line application framework — attribute-driven (<ExportAPI>, <Usage>) CLIs, automatic help generation, and InteropService to host external command-line tools.

Dataflow compiler for QNN inference on FPGAs

A native-PyTorch library for large scale M-LLM (text/audio) training with tp/cp/dp.

Implementación limpia, robusta y unificada en PyTorch de algoritmos populares de aprendizaje por refuerzo profundo (DRL) (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

• Nov 29, 2020. Add ESRGAN and DFDNet colab demo.
• Sep 8, 2020. Add blind face restoration inference codes: DFDNet.

Real-ESRGAN tiene como objetivo desarrollar algoritmos prácticos para la restauración general de imágenes y vídeos.

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

Machine learning for transportation data imputation and prediction.

TensorFlow 最新官方文档中文版

an Open Course Platform for Stanford CS224n (2020 Winter)

Tensors, for human consumption

Full NVFP4 training for GeForce RTX 50-series and RTX PRO 6000 Blackwell GPUs (SM120). Built on Infatoshi/nvfp4-sm120, with software stochastic rounding, random Hadamard transforms and six profiles for speed and memory. On one RTX 5060 Ti 16GB, validation loss fell over 2,048 full-parameter FineWeb updates of a 4.06B model.

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

[MICCAI 2025] CENet: Context Enhancement Network for Medical Image Segmentation

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

Una lista seleccionada de tutoriales de proyectos para el aprendizaje basado en proyectos.

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

El código de nuestro artículo recién aceptado en Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

Programa que aprende a jugar a Flappy Bird mediante aprendizaje automático (neuroevolución)