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zijie zhang's Projects

dgl icon dgl

The official repo is https://github.com/dmlc/dgl . THIS IS A FORK.

disentangling-vae icon disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

dl-workshop-series icon dl-workshop-series

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

dl_notebooks icon dl_notebooks

This repo contains all the notebooks mentioned in blog.

doodlenet icon doodlenet

A doodle classifier(CNN), trained on all 345 categories from Quickdraw dataset.

douglas-quaid icon douglas-quaid

Open source software for image correlation, distance and analysis

dowhy icon dowhy

DoWhy is a Python library that makes it easy to estimate causal effects. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

drawilleplot icon drawilleplot

matplotlib backend for graph output in unicode terminals using drawille

drifter_ml icon drifter_ml

A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.

drl4recsys icon drl4recsys

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

drwhy icon drwhy

DrWhy is the collection of tools for Explainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

ds-take-home icon ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

ebonite icon ebonite

machine learning lifecycle framework

efficientdnns icon efficientdnns

Collection of recent methods on DNN compression and acceleration

eli5 icon eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

enoki icon enoki

Enoki: structured vectorization and differentiation on modern processor architectures

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