Tim Rocktäschel's Projects
The classical papers and codes about generative adversarial nets
An awesome list of high-quality open datasets in public domains (on-going).
A curated list of awesome Torch tutorials, projects and communities
Task generation for testing text understanding and reasoning
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Bidirectional Attention Flow
Breeze is a numerical processing library for Scala.
ChemSpot is a named entity recognition tool for identifying mentions of chemicals in natural language texts, including trivial names, drugs, abbreviations, molecular formulas and IUPAC entities. Since the different classes of relevant entities have rather different naming characteristics, ChemSpot uses a hybrid approach combining a Conditional Random Field with a dictionary. ChemSpot is released under the Common Public License 1.0.
A technical report on convolution arithmetic in the context of deep learning
Keras code and weights files for popular deep learning models.
Demos and tutorials around Torch7.
LaTeX files for the Deep Learning book notation
A TensorFlow implementation of the Differentiable Neural Computer.
A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)
A deep learning library for streamlining research and development using the Torch7 distribution.
deep extensions to nn
Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)
Goes beyond PEP8 to discuss what makes Python code feel great. A Strunk & White for Python.
An End-To-End, Lightweight and Flexible Platform for Game Research
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.
a repository for generative models
starter from "How to Train a GAN?" at NIPS2016
Minimalistic gridworld package for OpenAI Gym
Imitation Learning Homework 1