kitein9t

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Ad-papers

Papers on Computational Advertising

AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

apachecn-dl-zh

ApacheCN 深度学习译文集

autoencoder_classifier

Autoencoder model for rare event classification

awesome-TS-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

Book-Mathmatical-Foundation-of-Reinforcement-Learning

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Hands-on-RL

https://hrl.boyuai.com/

imgdupes

Finding and deleting near-duplicate images based on perceptual hash.

intro-to-nlp-with-pytorch

Introduction to NLP with PyTorch Workshop Project

jnotebook_reader

:black_joker: An awesome viewer to browse and render Jupyter Notebooks from local, Amazon S3, Google Cloud Storage or MinIO

KodExplorer

A web based file manager,web IDE / browser based code editor

machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

mtl

Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics

multiprocessing_generator

Prefetch elements from a Python generator in the background, from a separate process

PPO-PyTorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

pytorch-beginner

pytorch tutorial for beginners

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]

RNN-Time-series-Anomaly-Detection

RNN based Time-series Anomaly detector model implemented in Pytorch.

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

simhash

A Python Implementation of Simhash Algorithm

SINet

Unofficial Tensorflow 2 implementation of SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder

skip-ganomaly

Source code for Skip-GANomaly paper

structure_knowledge_distillation

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