lfloeer

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Comma Soft AG

Bonn, Germany

Lars's starred repositories

jupyterlab

JupyterLab computational environment.

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generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

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better-exceptions

Pretty and useful exceptions in Python, automatically.

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visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

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ctop

Top-like interface for container metrics

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applied_ml_spring_2017

Website and material for the FIXME course on Practical Machine Learning

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topicsne

t-SNE experiments in pytorch

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Apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

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SIF

sentence embedding by Smooth Inverse Frequency weighting scheme

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minpy

NumPy interface with mixed backend execution

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kaggle-ndsb

Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)

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OpenNMT

Open Source Neural Machine Translation in Torch (deprecated)

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sklearn-porter

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

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simulated-unsupervised-tensorflow

TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"

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thesis

Thang Luong's thesis on Neural Machine Translation

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chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

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Surprise

A Python scikit for building and analyzing recommender systems

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weight-loss

Machine Learning meets ketosis: how to effectively lose weight

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neon

Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

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neupy

NeuPy is a Tensorflow based python library for prototyping and building neural networks

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huffmax

Huffman tree based hierarchical softmax

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ipynb_template

Template for new IPython notebook

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svae

code for Structured Variational Autoencoders

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detection-2016-nipsws

Hierarchical Object Detection with Deep Reinforcement Learning

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celery

Distributed Task Queue (development branch)

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LightLDA

Scalable, fast, and lightweight system for large-scale topic modeling

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LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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Multicore-TSNE

Parallel t-SNE implementation with Python and Torch wrappers.

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adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

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bilateral_solver

Python code for the fast bilateral solver

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