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K1ngP1r@t&'s Projects

pointer-generator icon pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

pretrained.ml icon pretrained.ml

Compilation of pre-trained deep learning models with demos and code.

pytorch-a2c-ppo-acktr icon pytorch-a2c-ppo-acktr

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

pytorch-qrnn icon pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

reinforcement-learning icon reinforcement-learning

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

rl-teacher icon rl-teacher

Code for Deep RL from Human Preferences [Christiano et al]. Plus a webapp for collecting human feedback

saliency icon saliency

Implementation of SmoothGrad as well as several other saliency techniques

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

serpentai icon serpentai

Game Agent Framework. Helping you create AIs / Bots to play any game you own! BETA

serving icon serving

A flexible, high-performance serving system for machine learning models

snns icon snns

Tutorials and implementations for "Self-normalizing networks"

sonnet icon sonnet

TensorFlow-based neural network library

starspace icon starspace

Learning embeddings for classification, retrieval and ranking.

teachable-machine icon teachable-machine

Explore how machine learning works, live in the browser. No coding required.

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