機械学習 · GitHub

Perpetual is a high-performance gradient boosting machine. It delivers optimal accuracy in a single run without complex tuning through a simple budget parameter. It features out-of-the-box support for causal ML, continual learning, native calibration, and robust drift monitoring, along with Rust core and zero-copy bindings for Python and R

• Hyperparameter-Free Learning: Achieves optimal accuracy in a single run via a simple budget parameter, eliminating the need for time-consuming hyperparameter optimization.
• High-Performance Rust Core: Blazing-fast training and inference with a native Rust core, zero-copy support for Polars/Arrow data, and robust Python & R bindings.

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率的影响，如何一步步得提高准确率

Stochastic multi-stream sampling for iterative learning

PyTorch reimplementation of Diffusion Models

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

NeuralFoil is a practical airfoil aerodynamics analysis tool using physics-informed machine learning, exposed to end-users in pure Python/NumPy.

3D-aware GANs based on NeRF (arXiv).

Dự án công cụ chuyển đổi giọng nói dành cho người Việt

ICPR 2020: Facial Expression Recognition using Residual Masking Network

GPU-accelerated Deep Learning on Windows 10 native

Official PyTorch implementation of "Neural Head Avatars from Monocular RGB Videos"

Exploiting Bitcoin prices patterns with Deep Learning.

Deep Speaker: an End-to-End Neural Speaker Embedding System.

HISTDATA - Dataset composed of all FX trading pairs / Crude Oil / Stock Indexes. Simple API to retrieve 1 Minute data (and tick data) Historical FX Prices (up to date).

On-device streaming speech-to-text engine powered by deep learning

On-device Speech-to-Intent engine powered by deep learning

Prebuilt binary with Tensorflow Lite enabled. For RaspberryPi / Jetson Nano. Support for custom operations in MediaPipe. XNNPACK, XNNPACK Multi-Threads, FlexDelegate.

Go implementation of the MediaDevices API.