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Building Agents with Imagination: pytorch step-by-step implementation

Jupyter Notebook 212 47 Updated Feb 22, 2019

Binary feature representations with tile coding

Python 46 5 Updated Sep 14, 2024

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Python 23,880 9,819 Updated Sep 1, 2025

Python implements of psuedo-codes in "Algorithms for Reinforcement Learning"

Python 2 Updated Dec 25, 2016

Pytorch Implementation of MuZero

Python 353 58 Updated Jul 23, 2023
Python 331 67 Updated Dec 19, 2024

A Python Toolkit for Managing a Large Number of Experiments

Python 31 2 Updated Feb 9, 2024

Python Implementation of Reinforcement Learning: An Introduction

Python 14,643 4,959 Updated Aug 9, 2024

PyTorch implementation of Trust Region Policy Optimization

Python 451 90 Updated Sep 13, 2018

My reading list for model-based control

162 23 Updated Dec 17, 2018

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…

Python 3,900 845 Updated May 29, 2022

Create matplotlib plots with broken axes

Python 572 48 Updated Apr 17, 2026
HTML 6 4 Updated Oct 1, 2021

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter Notebook 22,002 6,146 Updated Jul 13, 2023

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Python 32,215 6,680 Updated Sep 30, 2025

Python wrapper for evaluating summarization quality by ROUGE package

Perl 162 33 Updated May 25, 2020

PyTorch implementation of batched bi-RNN encoder and attention-decoder.

Python 281 45 Updated Jan 18, 2019

A library for efficient similarity search and clustering of dense vectors.

C++ 39,960 4,368 Updated May 8, 2026

Fully batched seq2seq example based on practical-pytorch, and more extra features.

Jupyter Notebook 76 17 Updated Mar 11, 2018

The guide to tackle with the Text Summarization

1,313 204 Updated Nov 27, 2022

Extract all the fields from the NY Times Corpus to a csv

Python 27 18 Updated Apr 21, 2026

A Course in Machine Learning

TeX 909 246 Updated Mar 28, 2023

Parse your Facebook messages!

Python 48 18 Updated Jun 21, 2015

An application for parsing chat history from a Facebook data archive.

Python 311 38 Updated Apr 29, 2018
Jupyter Notebook 422 152 Updated Sep 14, 2023

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

Python 10,381 4,258 Updated Dec 22, 2020

margin

JavaScript 38 14 Updated Oct 5, 2015

word2vec Google News model

532 319 Updated Dec 3, 2019
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