Yiming Peng's repositories
sac-master
Deep Q learning for continuous control
DataCamp-Projects
DataCamp Projects (Python) solutions
advent-of-scala-2019
Advent of Code 2019 (Scala)
cmaes_baselines
This is a repository for PES algorithm
academic-kickstart
Easily create a beautiful website using Academic and Hugo
primal_dual_baseline
This repository includes algorithms and experiments for Primal-Dual paper
yimingpeng.github.io
Yiming's homepage
airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
airflow-testing
Airflow Unit Tests and Integration Tests
aws-data-wrangler
Utility belt to handle data on AWS.
aws-glue-samples
AWS Glue code samples
aws-mwaa-local-runner
This repository provides a command line interface (CLI) utility that replicates an Amazon Managed Workflows for Apache Airflow (MWAA) environment locally.
dm_control2gym
OpenAI Gym Wrapper for DeepMind Control Suite
elementary
Open-source data observability for analytics engineers.
estool
Evolution Strategies Tool
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
OB_Template
OB_Templates is a Obsidian reference for note templates focused on new users of the application using only core plugins.
pose-monitor
“让爷康康”是一款手机 AI 应用程序，可以监测不良坐姿并进行语音提示
Practical_RL
A course in reinforcement learning in the wild
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Python-Cooperative-Synapse-NeuroEvolution
A Python implementation of the "CoSyne" algorithim, as described in this paper: https://pdfs.semanticscholar.org/966e/41903b4aff42601a188bd7b26d71ef120d11.pdf
regression-benchmark
A large benchmark study of recent symbolic regression methods
sqlstyle.guide
A consistent code style guide for SQL to ensure legible and maintainable projects
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
stable-diffusion-deploy
Learn to serve Stable Diffusion models on cloud infrastructure at scale. This Lightning App shows load-balancing, orchestrating, pre-provisioning, dynamic batching, GPU-inference, micro-services working together via the Lightning Apps framework.
stable-diffusion-webui
Stable Diffusion web UI
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
TD3
PyTorch implementation of TD3 and DDPG for OpenAI gym tasks
tensorforce
TensorForce: A TensorFlow library for applied reinforcement learning
yimingpeng
About me