機械学習 · GitHub

Fast and differentiable MS-SSIM and SSIM for pytorch.

Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

An implementation of CycleGan using TensorFlow

A deep neural network architecture for low-latency audio processing

An interpretable foundation model of the patient clinical timeline: event forecasting, calibrated time-to-event alerts, and concept-level interpretability, benchmarked head-to-head against tuned GBMs, tabular foundation models, and survival baselines on MIMIC-IV, eICU, and GEMINI via the MEDS standard.

便利な Java フレームワーク、ライブラリ、ソフトウェア、Hello World のサンプル一覧

A deep dive into embeddings starting from fundamentals

Open Source ML Model Versioning, Metadata, and Experiment Management

A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.

Open-source multi-agent AI platform for Formula 1 race replay, strategy simulation, and explainable race strategy recommendations. (work in progress, MVP in legacy branch)

• Lap-by-lap 2D race replay of a Grand Prix, in real time
• Six specialised strategy agents (pace, tire, race situation, pit, radio, regulations) plus a Monte Carlo orchestrator

Guide to using pre-trained large language models of source code

This is an official PyTorch implementation of our NeurIPS 2023 paper "GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization"

Web UI for AutoGen (A Framework Multi-Agent LLM Applications)

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

Implementation of Quickdraw - an online game developed by Google

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

YOLO for object detection tasks