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531w16

Course materials for Stats 531 Winter 2016 (Analysis of Time Series)

aflw_bbox_annotation

This is the annotation of face bounding boxes of 2995 images from AFLW dataset

atari-reset

Learn RL policies for Atari by resetting from a demonstration

atari-rl

Atari - Deep Reinforcement Learning algorithms in TensorFlow

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

began-tensorflow

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

began-tensorflow-1

python3 / Implementation of Google Brain's BEGAN in Tensorflow

cadm

CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning

caffe

Caffe: a fast open framework for deep learning.

cocoapi

COCO API - Dataset @ http://cocodataset.org/

cuda

GPU-accelerated LIBSVM is a modification of the original LIBSVM that exploits the CUDA framework to significantly reduce processing time while producing identical results. The functionality and interface of LIBSVM remains the same. The modifications were done in the kernel computation, that is now performed using the GPU.

cvpr2016

Learning Deep Representations of Fine-grained Visual Descriptions

cycle_dynamics

[ICLR2021, Oral] Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency

dbnet_tensorflow

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

densecap

Dense image captioning in Torch

distro

Torch installation in a self-contained folder

dtsil

erl

Exploration based Reinforcement Learning. (Montezuma Revenge)

facenet

Face recognition using Tensorflow

feudal_networks

An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hindsight-experience-replay

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

hrac

PyTorch code accompanying the paper "Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning" (NeurIPS 2020).

icml2016

Generative Adversarial Text-to-Image Synthesis

imagenet-multigpu.torch

an imagenet example in torch.

large-scale-curiosity

lua---json

A package to read/write JSON

luajit-rocks

LuaJIT and luarocks in one location