scotwilli's 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)
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
image-for-regulization-in-gradient-pov
image for regulization in gradient pov
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".
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
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