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snowfeet's Projects

0-phd icon 0-phd

Research notes, codes, deep learning

ai-angrybird-eagle-wing icon ai-angrybird-eagle-wing

AIBirds 2017 winner, Eagle's Wing. AIBird 2017 results : https://aibirds.org/angry-birds-ai-competition/competition-results.html

awesome-deep-learning-resources icon awesome-deep-learning-resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully.

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

deepctr icon deepctr

DeepCTR is a Easy-to-use,Modular and Extendible package of deep-learning based CTR models along with lots of core components layer which can be used to build your own custom model easily.

deeppavlov icon deeppavlov

An open source library for building end-to-end dialog systems and training chatbots.

deeprec icon deeprec

Implementation of Deep Learning based Recommender Algorithms with Tensorflow.

deeprlhacks icon deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

deepspeech icon deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dqn-atari icon dqn-atari

A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well

elf icon elf

An End-To-End, Lightweight and Flexible Platform for Game Research

finch icon finch

Lots of my Machine Learning Implementations based on TensorFlow / PyTorch (Keep Updating)

gt-nlp-class icon gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

minigo icon minigo

An open-source implementation of the AlphaGoZero algorithm

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