Pinned Repositories
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
awesome-distributed-systems
A curated list to learn about distributed systems
banditml
A lightweight & open source framework for personalization https://www.banditml.com
BEAR
Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction
deep-learning-containers
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
dmlc-core
A common bricks library for building scalable and portable distributed machine learning.
EasyTrade
A clone of the popular stock-trading app Robinhood, allowing for the simulation of trades for all stocks listed on the NASDAQ and NYSE exchanges, using real-time market data
Keras-FCN
Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）
machine-learning-systems-design
A booklet on machine learning systems design with exercises
mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
yijiezh's Repositories
yijiezh/amazon-sagemaker-examples
Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker
yijiezh/awesome-distributed-systems
A curated list to learn about distributed systems
yijiezh/banditml
A lightweight & open source framework for personalization https://www.banditml.com
yijiezh/BEAR
Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction
yijiezh/deep-learning-containers
AWS Deep Learning Containers (DLCs) are a set of Docker images for training and serving models in TensorFlow, TensorFlow 2, PyTorch, and MXNet.
yijiezh/dmlc-core
A common bricks library for building scalable and portable distributed machine learning.
yijiezh/EasyTrade
A clone of the popular stock-trading app Robinhood, allowing for the simulation of trades for all stocks listed on the NASDAQ and NYSE exchanges, using real-time market data
yijiezh/Keras-FCN
Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）
yijiezh/machine-learning-systems-design
A booklet on machine learning systems design with exercises
yijiezh/mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
yijiezh/Pillow
The friendly PIL fork (Python Imaging Library)
yijiezh/PRML
PRML algorithms implemented in Python
yijiezh/rabit
Reliable Allreduce and Broadcast Interface for distributed machine learning
yijiezh/ray
A system for parallel and distributed Python that unifies the ML ecosystem.
yijiezh/RecNN
Reinforced Recommendation toolkit build around pytorch 1.4
yijiezh/reco-gym
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
yijiezh/RL-Cache
yijiezh/sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
yijiezh/sagemaker-rl-container
A set of dockerfiles that provide Reinforcement Learning solutions for use in SageMaker.
yijiezh/sagemaker-rl-procgen-ray
yijiezh/sagemaker-spark
A Spark library for Amazon SageMaker.
yijiezh/sagemaker-tensorflow-training-toolkit
Toolkit for running TensorFlow training scripts on SageMaker. Dockerfiles used for building SageMaker TensorFlow Containers are at https://github.com/aws/deep-learning-containers.
yijiezh/tinygbt
A Tiny, Pure Python implementation of Gradient Boosted Trees.
yijiezh/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
yijiezh/xgboost_ray
Distributed XGBoost on Ray