scotwilli

openai-cookbook

Examples and guides for using the OpenAI API

former

Simple transformer implementation from scratch in pytorch.

pixelsynth

[ICCV 2021] PixelSynth: Generating a 3D-Consistent Experience from a Single Image

Scratch-implementation-of-PCA

use an orthogonal transformation to convert a set of observations of possibly correlated variables into a set of values of linearly uncorrelated variables called principal components.

Ecommerce-Chatbot

Allows users to take various actions depending on the conversational flow.

structure_knowledge_distillation

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

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

distiller

A large scale study of Knowledge Distillation.

Predictive_Maintenance_w_LSTM

Predictive_Maintenance_of_AircraftMotorHealth_with_LSTM_Method

awesome-deep-learning-papers

The most cited deep learning papers

Predicting-floor-level-for-911-Calls-with-Neural-Networks-and-Smartphone-Sensor-Data

Code + data for predicting floor location from smartphone sensor data

Real-Time-Voice-Cloning

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

image-gpt

test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

multigrain

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

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

superpixPool

Superpixel Pooling implemented in PyTorch and Chainer

Graph-neural-networks

Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques

DL-workshop-series

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

GO-Bot-DRL

Goal-Oriented Chatbot trained with Deep Reinforcement Learning

TC-Bot

User Simulation for Task-Completion Dialogues

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

loss-landscape

Code for visualizing the loss landscape of neural nets

local-loss

PyTorch code for training neural networks without global back-propagation

FAI-PEP

Facebook AI Performance Evaluation Platform

MemNN

Memory Networks implementations

Rectified-Gradient

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

resnet-protofiles

Caffe Protofiles for MSRA ResNet: train prototxt