GitPlanet

Cheap and reliable Node.js hosting starts at $3/month, and $1/month static HTML hosting

Created with love in Canada, visit hostnodejs.com today

Feel like to post an Ad? Learn Details
All Projects → ne7ermore → Torch Light

ne7ermore / Torch Light

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

Programming Languages

python
139335 projects - #7 most used programming language

Labels

deep-learningpytorchreinforcement-learning

Projects that are alternatives of or similar to Torch Light

Pypokerengine
Poker engine for poker AI development in Python
Stars: ✭ 388 (-13.97%)
Mutual labels:  reinforcement-learning
Mlinterview
A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!
Stars: ✭ 410 (-9.09%)
Mutual labels:  reinforcement-learning
Qlearning trading
Learning to trade under the reinforcement learning framework
Stars: ✭ 431 (-4.43%)
Mutual labels:  reinforcement-learning
Unreal
Reinforcement learning with unsupervised auxiliary tasks
Stars: ✭ 390 (-13.53%)
Mutual labels:  reinforcement-learning
World Models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
Stars: ✭ 398 (-11.75%)
Mutual labels:  reinforcement-learning
Deep Reinforcement Learning Survey
My Exploration on Deep Reinforcement Learning Survey
Stars: ✭ 419 (-7.1%)
Mutual labels:  reinforcement-learning
Maro
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
Stars: ✭ 378 (-16.19%)
Mutual labels:  reinforcement-learning
Mushroom Rl
Python library for Reinforcement Learning.
Stars: ✭ 442 (-2%)
Mutual labels:  reinforcement-learning
Flappy Bird Deep Q Learning Pytorch
Deep Q-learning for playing flappy bird game
Stars: ✭ 403 (-10.64%)
Mutual labels:  reinforcement-learning
Autonomous Learning Library
A PyTorch library for building deep reinforcement learning agents.
Stars: ✭ 425 (-5.76%)
Mutual labels:  reinforcement-learning
Contextualbandits
Python implementations of contextual bandits algorithms
Stars: ✭ 390 (-13.53%)
Mutual labels:  reinforcement-learning
Deep Rl Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Stars: ✭ 395 (-12.42%)
Mutual labels:  reinforcement-learning
Aigames
use AI to play some games.
Stars: ✭ 422 (-6.43%)
Mutual labels:  reinforcement-learning
Learning Deep Learning
Paper reading notes on Deep Learning and Machine Learning
Stars: ✭ 388 (-13.97%)
Mutual labels:  reinforcement-learning
Smac
SMAC: The StarCraft Multi-Agent Challenge
Stars: ✭ 435 (-3.55%)
Mutual labels:  reinforcement-learning
Awesome Monte Carlo Tree Search Papers
A curated list of Monte Carlo tree search papers with implementations.
Stars: ✭ 387 (-14.19%)
Mutual labels:  reinforcement-learning
Huskarl
Deep Reinforcement Learning Framework + Algorithms
Stars: ✭ 414 (-8.2%)
Mutual labels:  reinforcement-learning
Tensor House
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
Stars: ✭ 449 (-0.44%)
Mutual labels:  reinforcement-learning
Reinforcement learning tutorial with demo
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..
Stars: ✭ 442 (-2%)
Mutual labels:  reinforcement-learning
Spot mini mini
Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.
Stars: ✭ 426 (-5.54%)
Mutual labels:  reinforcement-learning
View All Similar Projects ➔

This repository includes basics and advanced examples for deep learning by using Pytorch.
Basics which are basic nns like Logistic, CNN, RNN, LSTM are implemented with few lines of code, advanced examples are implemented by complex model.
It is better finish Official Pytorch Tutorial before this.

Continue updating...

Tutorial

Get tutorial series in Blog if know Chinese

Tabel of Pytorch Examples

1. Basics

2. Reinforcement Training

3. NLP

4. Vision

5. Special Things

6. Speech

Getting Started

clone code

$ git clone [email protected]:ne7ermore/torch-light.git

train

$ cd torch-light/project
$ python3 main.py

or

$ cd torch-light/project
$ python3 corpus.py
$ python3 main.py

or

$ cd torch-light/project
$ python3 corpus.py
$ python3 train.py

Citation

If you find this code useful for your research, please cite:

@misc{TaoTorchLight,
  author = {Ne7ermore Tao},
  title = {torch-light},
  publisher = {GitHub},
  year = {2020},
  howpublished = {\url{https://github.com/ne7ermore/torch-light}}
}

Contact

Feel free to contact me if there is any question (Tao [email protected]). Tao Ne7ermore/ @ne7ermore

Dependencies

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].