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Ming's Projects

graphpipe icon graphpipe

Dead Simple ML Model Serving via a Standard Protocol

he-transformer icon he-transformer

nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph

hops icon hops

Hops Hadoop is a distribution of Apache Hadoop with distributed metadata.

horizon icon horizon

A platform for Applied Reinforcement Learning (Applied RL)

horovod icon horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

ilearndeeplearning.py icon ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subject are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

imagebind icon imagebind

ImageBind One Embedding Space to Bind Them All

imagenet18 icon imagenet18

Code to reproduce "imagenet in 18 minutes" experiments

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jupyter icon jupyter

Jupyter metapackage for installation, docs and chat

lab icon lab

A customisable 3D platform for agent-based AI research

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lightnet icon lightnet

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

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