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spibb-dqn

Code for the model-free version of "Safe Policy Improvement with Baseline Boostrapping"

stanford-cs233-spring-2015-2016

CS233: Geometric And Topological Data Analysis Spring 2016.

stat212b

Topics Course on Deep Learning UC Berkeley

strat_models

A distributed method for fitting Laplacian regularized stratified models.

structuredinference

Structured Inference Networks for Nonlinear State Space Models

supervised-reptile

Code for the paper "On First-Order Meta-Learning Algorithms"

survivalanalysis

talk-bayesian-optimisation

taxi

td3

PyTorch implementation of TD3 and DDPG for OpenAI gym tasks

tdl

Course "Theories of Deep Learning"

tech

programming, database, distributed system

technote

My technique notebook.

temporal_abstraction

Option Critic with subgoal discovery by spectral decomposition of the Successor Features Matrix or clustering in Successor features space.

tensorflow

Open source software library for numerical computation using data flow graphs.

tensorflow-glove

An implementation of GloVe in TensorFlow

tensorflow-white-paper-notes

Annotated notes and summaries of the TensorFlow white paper, along with SVG figures and links to documentation

tensorflow_constrained_optimization

theanets

Feedforward and recurrent neural networks for Python

theano_exercises

Exercises for my tutorials on Theano

thesis

Differentiable Optimization-Based Modeling for Machine Learning

thpp

TH++, C++ interface to the torch7 TH library

tmac

TMAC: A Toolbox of Modern Async-Parallel, Coordinate, Splitting, and Stochastic Methods

torch-autograd

Autograd automatically differentiates native Torch code. Inspired by the original Python version.

torch-distlearn

A set of distributed learning algorithms for Torch

torch-dngo

Torch implementation of the Deep Network for Global Optimization (DNGO)

torch-ipc

A set of primitives for parallel computation in Torch

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

torchnet

Torch on steroids

tsne

A python wrapper for Barnes-Hut tsne