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gympendulum_dqn

Use DQN

human-level-control-through-deep-reinforcement-learning

A jax/stax implementation of: Mnih, V., Kavukcuoglu, K., Silver, D., Rusu, A.A., Veness, J., Bellemare, M.G., Graves, A., Riedmiller, M., Fidjeland, A.K., Ostrovski, G. and Petersen, S., 2015. Human-level control through deep reinforcement learning. nature, 518(7540), pp.529-533.

ib2d

An easy to use immersed boundary method in 2D, with multiple options for fiber-structure models with possible porosity, advection-diffusion, and/or artificial forcing.

ibamr

An adaptive and distributed-memory parallel implementation of the immersed boundary (IB) method

icm-ppo-implementation

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM) on Pyramid env, Unity ML

ict

ide

Koding's official IDE

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

javascript-koans

Koans to learn Javascript

jlibsvm

Efficient training of Support Vector Machines in Java

kickoff_workshop

FDSI Kickoff Workshop (May 2018)

lax-wendroff-finite-volume

Solving hyperbolic PDEs using the Lax-Wendroff Scheme and a finite volume method.

lbm_matlab

Lattice Boltzmann Method (LBM) codes in MATLAB for educational purposes, based on codes in the textbook by A. A. Mohamad.

leetcode

LeetCode Problems' Solutions

machine-learning

some machine learning projects I am interested

machine-learning-1

machine-learning-course

:speech_balloon: Machine Learning Course with Python

matplotlib

matplotlib: plotting with Python

ml-ng

Implementation of machine learning algorithms with octave - exercises for Andrew Ng's machine learning course on Coursera

neural-networks-for-differential-equations

UNIVR PDE course project and just for fun

numerical-methods

Functions finding machine epsilon, solving systems of linear equations using: Gaussian elimination with partial pivoting, Gauss-Seidel and Jacobi iterative algorithms. Functions finding real (Bisection and Newton's method) and complex (Laguerre's method) roots of the function/polynomial.

oh-my-zsh

A community-driven framework for managing your zsh configuration. Includes 120+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, macports, etc), over 120 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

parl

PARL A high-performance distributed training framework for Reinforcement Learning

pcfg_cracker

Probabilistic Context Free Grammar (PCFG) password guess generator

php-cpp

Library to build PHP extensions with C++

policy_based_rl

The implement of the policy gradient RL algorithm with pytorch

ppo-implementation-deep-dive

pyschrodinger

A Python solver for the 1D Schrodinger equation

pytorch-tutorial

Build your neural network easy and fast, 莫烦Python中文教学

pytorch_ppo_rl

Pytorch implementation of intrinsic curiosity module with proximal policy optimization