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awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

citybattledrones

An OpenGL C++ program that depicts an urban city with texture-mapped buildings and the ability to control a drone that can battle with a AI-controlled drone

deeprlhacks

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

distiller

A large scale study of Knowledge Distillation.

dl-workshop-series

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

facedetection-tensorbox

Face Detection using deep learning and tensorBox

former

Simple transformer implementation from scratch in pytorch.

git-cheat-sheet

Git Cheat Sheet for you all

go-bot-drl

Goal-Oriented Chatbot trained with Deep Reinforcement Learning

graph-neural-networks

image-for-regulization-in-gradient-pov

image for regulization in gradient pov

image-gpt

Pytorch Implementation of OpenAI's Image GPT, trained on MNIST and Fashion MNIST

local-loss

PyTorch code for training neural networks without global back-propagation

loss-landscape

Code for visualizing the loss landscape of neural nets

multigrain

Code for "MultiGrain: a unified image embedding for classes and instances"

openai-cookbook

Examples and guides for using the OpenAI API

predictive_maintenance_w_lstm

Predictive_Maintenance_of_AircraftMotorHealth_with_LSTM_Method

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

rectified-gradient

Official repository for "Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps".

segmentation_uncertainty

structure_knowledge_distillation

The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.

superpixpool

Superpixel Pooling implemented in PyTorch and Chainer

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

understanding-nn

Tensorflow tutorial for various Deep Neural Network visualization techniques