Deep Learning Training Scripts With Python

Overview

Deep Learning Training Scripts

DNN Frameworks

  • Caffe
  • PyTorch
  • Tensorflow

CNN Models

  • VGG
  • ResNet
  • DenseNet
  • Inception

Language Modeling

  • GatedCNN-LM
  • Attention-MLP
  • Attention-RNN

Generative Model

  • DCGAN
  • A3C

RNN Models

  • DeepSpeech2

Dependencies

  • Pytorch 1.1.0
  • Tensorflow 1.13.1
  • cuda-toolkit 10.0
  • cudnn 7.4.2

Polybench

Modified to measure performance and energy consumption of soff. Run make in each folder to compile and run.

Hioki3334

A small python code snippet to control HIOKI 3334 AC/DC Power HiTESTER.

Owner
Multicore Computing Research Lab
Multicore Computing Research Lab
This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

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Face Synthetics dataset is a collection of diverse synthetic face images with ground truth labels.

The Face Synthetics dataset Face Synthetics dataset is a collection of diverse synthetic face images with ground truth labels. It was introduced in ou

Microsoft 608 Jan 02, 2023
Answering Open-Domain Questions of Varying Reasoning Steps from Text

This repository contains the authors' implementation of the Iterative Retriever, Reader, and Reranker (IRRR) model in the EMNLP 2021 paper "Answering Open-Domain Questions of Varying Reasoning Steps

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GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification

GalaXC GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification @InProceedings{Saini21, author = {Saini, D. and Jain,

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Tensor-based approaches for fMRI classification

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Pytorch code for "DPFM: Deep Partial Functional Maps" - 3DV 2021 (Oral)

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Demo project for real time anomaly detection using kafka and python

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deep_image_prior_extension

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PyTorch implementation of the end-to-end coreference resolution model with different higher-order inference methods.

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Fast and Context-Aware Framework for Space-Time Video Super-Resolution (VCIP 2021)

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[CVPR 2020] Interpreting the Latent Space of GANs for Semantic Face Editing

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a project for 3D multi-object tracking

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E2VID_ROS - E2VID_ROS: E2VID to a real-time system

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A pytorch reprelication of the model-based reinforcement learning algorithm MBPO

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Fast algorithms to compute an approximation of the minimal volume oriented bounding box of a point cloud in 3D.

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ARKitScenes - A Diverse Real-World Dataset for 3D Indoor Scene Understanding Using Mobile RGB-D Data

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Python implementation of "Elliptic Fourier Features of a Closed Contour"

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phylotorch-bito is a package providing an interface to BITO for phylotorch

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CSKG is a commonsense knowledge graph that combines seven popular sources into a consolidated representation

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A simplistic and efficient pure-python neural network library from Phys Whiz with CPU and GPU support.

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