yimingpeng Goto Github PK
Name: Yiming Peng
Type: User
Company: WetaFX
Bio: Never should stop learning....
Location: New Zealand
Yiming Peng's Projects
gplearn
Genetic Programming in Python, with a scikit-learn inspired API
gym
A toolkit for developing and comparing reinforcement learning algorithms.
javaone2013
Democode for TUT6705
joblib
Python function as pipeline jobs.
lab
A customisable 3D platform for agent-based AI research
latex-box
Lightweight Toolbox for LaTeX - New Official repository
machine-learning
:earth_americas: machine learning algorithms tutorials (mainly in Python3)
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
machinelearninginaction
Source Code for the book: Machine Learning in Action published by Manning
mlalgorithms
Minimal and clean examples of machine learning algorithms
neat
NEAT implementation
neat-mario
Research code for training and transfer learning between Mario game tasks with NEAT
neat-python
Python implementation of the NEAT neuroevolution algorithm
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.
openai_lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
penn-ml-benchmarks
PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.
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
primal_dual_baseline
This repository includes algorithms and experiments for Primal-Dual paper
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 ;)
pybox2d
2D Game Physics for Python
pyecharts
Python Echarts Plotting Library
python-cooperative-synapse-neuroevolution
A Python implementation of the "CoSyne" algorithim, as described in this paper: https://pdfs.semanticscholar.org/966e/41903b4aff42601a188bd7b26d71ef120d11.pdf
python-email-crawler
Search on Google, and crawls for emails related to the result
python-gems
Beautifully constructed python scripts
python-guide
Python best practices guidebook, written for Humans.
pytorch-a2c-ppo-acktr
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
regression-benchmark
A large benchmark study of recent symbolic regression methods
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
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