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allennlp

An open-source NLP research library, built on PyTorch.

arxiv_search

capsnet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

deep_learning_experiments

deep_rnn

Deep Learning implementation focused on Recurrent Neural Network Architectures

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl_ddpg

Single Agent DDPG (Deep Deterministic Policy Gradient) Implementation

deeprl_dqn

DQN (Deep Q Network) implementation

deeprl_maddpg

Multi Agent Deep Deterministic Policy Gradient Implementation

deeprl_reinforce

Implementation of Reinforce Algorithm

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

kaggle_competitions

Kaggle competition codebase

lemmatization-lists

Machine-readable lists of lemma-token pairs in 23 languages.

markdown-portfolio

minjusticia_team77_ds4a_project

models

Models and examples built with TensorFlow

nlp_pytorch

Architectures for NLP in pytorch

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

pytorch-forecasting

Time series forecasting with PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

rasa_core

machine learning based dialogue engine for conversational software

reinforcement-learning

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

speech

A PyTorch Implementation of End-to-End Models for Speech-to-Text

temporal_fusion_transformer_pytorch

tesseract

Tesseract Open Source OCR Engine (main repository)

transducer

A Fast Sequence Transducer Implementation with PyTorch Bindings

warp-ctc

Fast parallel CTC.

wge

Workflow-Guided Exploration: sample-efficient RL agent for web tasks