Davide Liu

ai-video-generator. AI agent to automatically generate and post short videos

rl-policies-attacks-defenses. Adversarial attacks on Deep Reinforcement Learning (RL)

rpgmaker-mv-translator. Automatic game data translator for RPGMaker-MV

stable_diffusion_dreambooth_inpainting. Stable Diffusion Dreambooth Inpainting Finetuning

ecommerce_price_scraper. Scrape the prices of a set of products from different vendors via e-commerce websites such as Taobao 淘宝, Tmall 天猫, and Jingdong 京东.

Log-Analysis-for-Anomaly-Detection. Full pipeline for log analysis and anomaly detection.

running-performance-calculator. Calculate how your running pace and time would change given different elevation gain, altitude and temperature.

PPO-GAIL-cartpole. GAIL learning to imitate PPO playing CartPole.

Pacman. Implementation of many popular AI algorithms to play the game of Pacman such as Minimax, Expectimax and Greedy.

rl-traingenerator. Automatic code generator for training Reinforcement Learning policies

Rainbow. Implementation and evaluation of the RL algorithm Rainbow to learn to play Atari games.

short-video-generator-streamlit. Python

AnimeGAN. Anime faces generation with DCGAN.

Sentiment-analysis. Pytorch implementation of a sentence sentiment classification model with CNN, RNN, RNF (Recurrent Neural Filter) and BERT

LOTR-character-imitator. Talk with characters from "The Lord of the Rings" finetuning LLM

gpx-cleaner. GPX files paused-time clipping tool with Streamlit online web-app

fidal_data_analysis. Historical data of Italian athletes from of over 20 athletics events.

gpx-distance-modifier. GPX files distance modifier

Snake-Battle-Royale. Implementation and competition among different AI algorithms to play a multiplayer version of Snake.

PageRank-Parallel. Analysis of parallel version of PageRank algorithm implementation in C++ with OpenMP library.

Variational-Autencoders. Variational Autoencoder implementation and application using Tensorflow and ZhuSuan

LLM-deploy-API. API to efficiently deploy Language Model (LLM) applications using Flask API

rag_playground. A few notebooks about RAG

DI-engine-docs. DI-engine docs(Chinese and English)

DI-engine. OpenDILab Decision AI Engine

master-thesis. My master thesis. Tsinghua University 2021.