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Benedikt's Projects

tensorpack icon tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

texar icon texar

Toolkit for Text Generation and Beyond

textblob icon textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

tf-encrypted icon tf-encrypted

Layer on top of TensorFlow for doing machine learning on encrypted data

tf2_course icon tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

theano icon theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

training-kit icon training-kit

Open source on demand courses and cheat sheets for Git and GitHub

transformer icon transformer

Transformer seq2seq model, program that can build a language translator from parallel corpus

transmogrifai icon transmogrifai

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand tuning

transparent_latent_gan icon transparent_latent_gan

Use supervised learning to illuminate the latent space of GAN for controlled generation and edit

tts icon tts

Deep learning for Text to Speech

tvm icon tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

twitter-viz-demo icon twitter-viz-demo

Twitter visualizaton experiment using various python-based technologies.

uda icon uda

TensorFlow code for Unsupervised Data Augmentation (UDA)

umap icon umap

Uniform Manifold Approximation and Projection

vbmc icon vbmc

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

vid2vid icon vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

visdom icon visdom

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

vlp-bottomhole-algorithm icon vlp-bottomhole-algorithm

Descending into the bottomhole. A Marching Algorithm for Vertical Lift Performance in Petroleum Engineering

voila icon voila

From Jupyter notebooks to standalone web applications and dashboards

vowpal_wabbit icon vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

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