Dan's repositories

gcn_tutorial

A tutorial on Graph Convolutional Neural Networks

tf-best-practices

A starter kit for the TensorFlow Experiment and Estimator APIs

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int2vec

A playground for embedding spaces for integers using easy to understand corpora.

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intro_to_tensorflow

Code for talk on introduction to tensorflow

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python_module_quickstart

A skeleton for python modules

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deepmnist

A refactoring of the TensorFlow r0.12 deep mnist for experts tutorial

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dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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export_import_estimator

Example showing the exporting of an estimator and loading it in python without knowledge of the model_fn

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tensorlayer

TensorLayer: Deep Learning and Reinforcement Learning Library for Researcher and Engineer.

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fastai_lessons

My condafied solutions/workthroughs of lessons found at https://github.com/fastai/courses

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horovod

Distributed training framework for TensorFlow.

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i3wm-config

My i3 window manager config

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interpetability

Interpretable linear models

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lstm-examples-tensorflow

Simple examples of use of LSTMs in RNNs in TensorFlow

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mlflow

Open source platform for the machine learning lifecycle

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openai_gym-player

TensorFlow implementation of a Deep Q agent for playing games from OpenAI Gym

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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simple-train

Simple training in TensorFlow for katib experimentation

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sonnet

TensorFlow-based neural network library

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spektral

Deep learning on graphs with Keras.

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TensorBoard-TF-Dev-Summit-Tutorial

Hands-on TensorBoard (TensorFlow Dev Summit 2017)

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tensorflow

Computation using data flow graphs for scalable machine learning

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tensorflow-experiments

Repository for experiments with TensorFlow

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tf_speed_test

Testing speed of assign vs feed

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torch-two-sample

A PyTorch library for two-sample tests

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