機械学習 · GitHub

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

PRML notes, proofs and algorithms implemented in Python

统一的 YOLOv8 视觉部署流水线。将模型训练、ONNX 导出与 RKNN 量化转换整合入单一代码库。支持 Win/WSL 跨平台一键部署，并提供专业的数据集管理与去重工具，轻松适配 RK3588/RK3568 等硬件

Deep learning for audio denoising

Python package for stacking (machine learning technique)

DataCamp Project Solutions

A library for making RepE control vectors

semi supervised guided topic model with custom guidedLDA

Real-time fraud detection engine for M-Pesa mobile money — Kafka/Flink streaming, ML-based risk scoring, and explainable multi-signal checks (velocity, SIM swap correlation, mule networks) feeding an interaction-aware decision engine, with a full production pipeline from ingestion through dbt analytics.

In this repository, I have developed the entire server-side principal architecture for real-time stock market prediction with Machine Learning. I have used Tensorflow.js for constructing ml model architecture, and Kafka for real-time data streaming and pipelining.

Deep Q-learning for playing flappy bird game

Deep Q-learning for playing tetris game

PyTorch implementation of the Mamba-3 architecture

Offline Speech Recognition with OpenAI Whisper and TensorFlow Lite for Android

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

This repository collects some codes that encapsulates commonly used algorithms in the field of machine learning. Most of them are based on Numpy, Pandas or Torch. You can deepen your understanding to related model and algorithm or revise it to get the customized code belongs yourself by referring to this repository.