928 Open source projects that are alternatives of or similar to Flow

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

A universal flight control tuning framework

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

SMAC: The StarCraft Multi-Agent Challenge

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

AutoKernel 是一个简单易用，低门槛的自动算子优化工具，提高深度学习算法部署效率。

A3C LSTM Atari with Pytorch plus A3G design

A course in reinforcement learning in the wild

Airspeed Velocity: A simple Python benchmarking tool with web-based reporting

Implementations of selected inverse reinforcement learning algorithms.

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

Performance benchmarking and testing framework for .NET applications 📈

Simple C++ Serialization & Reflection.

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

NoSQL Redis and Memcache traffic generation and benchmarking tool.

References on Optimal Control, Reinforcement Learning and Motion Planning

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

A Configurable Recommender Systems Simulation Platform

Arnold - DOOM Agent

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

Asynchronous Methods for Deep Reinforcement Learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

Obstacle Tower Environment

Code repository for the Animal AI Olympics competition

lzbench is an in-memory benchmark of open-source LZ77/LZSS/LZMA compressors

C++ Benchmark Authoring Library/Framework

Open Machine Learning course at MIPT

A Benchmark of Text Classification in PyTorch

A dataset of datasets for learning to learn from few examples

VPS benchmark script — based on the popular bench.sh, plus CPU and ioping tests, and dual-stack IPv4 and v6 speedtests by default

A curated list of awesome links and software libraries that are useful for robots.

Guided Policy Search

Implementations of Reinforcement Learning Models in Tensorflow

Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.

A JavaScript deep learning and reinforcement learning library.

Measure Amazon S3's performance from any location.

java rpc benchmark, 灵感源自 https://www.techempower.com/benchmarks/

Raw benchmarks on throughput, latency and transfer of Hello World on popular microservices frameworks

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

Monthly Series - Top 10 Machine Learning Articles

Performance testing matchers for RSpec

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

Quiz & Assignment of Coursera

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.

A microbenchmark support library

Hearthstone simulator using C++ with some reinforcement learning

A blockchain benchmark framework to measure performance of multiple blockchain solutions https://wiki.hyperledger.org/display/caliper

PHP Profiler & Developer Toolbar (built for Phalcon)

Python library for Reinforcement Learning.

Deep Reinforcement Learning for Keras.

UT: C++20 μ(micro)/Unit Testing Framework

Naive performance comparison of a few programming languages (JavaScript, Kotlin, Rust, Swift, Nim, Python, Go, Haskell, D, C++, Java, C#, Object Pascal, Ada, Lua, Ruby)

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

A C++ framework for MDPs and POMDPs with Python bindings

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.