MathematicalModels

books

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

fast-map-dpp

Fast Greedy MAP Inference for DPP

CMN

movielens-imdb-exploration

Data exploration of MovieLens and IMDb datasets to create Movinder. Movie recommendation system for a group of people.

fsl-global

Few-Shot Learning with Global Class Representations

LIRD

Deep Reinforcement Learning for Movies Recommendation System

DIHN

source code for paper "Deep Incremental Hashing Network for Efficient Image Retrieval" on CVPR-2019

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Budget_Constrained_Bidding

Budget Constrained Bidding for Display Advertising using Model-free Reinforcement Learning

deep-opt-auctions

Implementation of Optimal Auctions through Deep Learning

rlpyt

Reinforcement Learning in PyTorch

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

hashing-baseline-for-image-retrieval

:octocat:Various hashing methods for image retrieval and serves as the baselines

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists

drl-rec

Deep reinforcement learning for recommendation system

few-shot-ssl-public

Meta Learning for Semi-Supervised Few-Shot Classification

habitat-sim

A flexible, high-performance 3D simulator for Embodied AI research.

Horizon

A platform for Applied Reinforcement Learning (Applied RL)

habitat-api

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

EGT

Code for the CVPR'19 paper "Explore-Exploit Graph Traversal for Image Retrieval"

tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

fullstack

React/ApolloGraphQL/Node/Mongo demo written in Typescript

football

acis

Actor-Critic Instance Segmentation (CVPR 2019)

Hands-On-Meta-Learning-With-Python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

rl

Generic reinforcement learning codebase in TensorFlow