Pinned Repositories
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
scotwilli's Repositories
scotwilli/Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。
scotwilli/BayesianOptimization
A Python implementation of global optimization with gaussian processes.
scotwilli/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
scotwilli/DeepRLHacks
Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)
scotwilli/distiller
A large scale study of Knowledge Distillation.
scotwilli/DL-workshop-series
Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)
scotwilli/Facedetection-TensorBox
Face Detection using deep learning and tensorBox
scotwilli/former
Simple transformer implementation from scratch in pytorch.
scotwilli/Git-Cheat-Sheet
Git Cheat Sheet for you all
scotwilli/GO-Bot-DRL
Goal-Oriented Chatbot trained with Deep Reinforcement Learning
scotwilli/Graph-neural-networks
scotwilli/image-for-regulization-in-gradient-pov
image for regulization in gradient pov
scotwilli/image-gpt
Pytorch Implementation of OpenAI's Image GPT, trained on MNIST and Fashion MNIST
scotwilli/local-loss
PyTorch code for training neural networks without global back-propagation
scotwilli/loss-landscape
Code for visualizing the loss landscape of neural nets
scotwilli/multigrain
Code for "MultiGrain: a unified image embedding for classes and instances"
scotwilli/openai-cookbook
Examples and guides for using the OpenAI API
scotwilli/Predictive_Maintenance_w_LSTM
Predictive_Maintenance_of_AircraftMotorHealth_with_LSTM_Method
scotwilli/Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
scotwilli/Rectified-Gradient
Official repository for "Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps".
scotwilli/segmentation_uncertainty
scotwilli/structure_knowledge_distillation
The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.
scotwilli/superpixPool
Superpixel Pooling implemented in PyTorch and Chainer
scotwilli/tflearn
Deep learning library featuring a higher-level API for TensorFlow.
scotwilli/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
scotwilli/Understanding-NN
Tensorflow tutorial for various Deep Neural Network visualization techniques