Updated README files of research models (tensorflow#8390)

jaeyounkim · web-flow · commit d466d4e6be43 · 2020-04-12T21:37:10.000-07:00
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diff --git a/research/adv_imagenet_models/README.md b/research/adv_imagenet_models/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Adversarially trained ImageNet models
 
 Pre-trained ImageNet models from the following papers:
diff --git a/research/adversarial_crypto/README.md b/research/adversarial_crypto/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Learning to Protect Communications with Adversarial Neural Cryptography
 
 This is a slightly-updated model used for the paper
diff --git a/research/adversarial_logit_pairing/README.md b/research/adversarial_logit_pairing/README.md
@@ -1,3 +1,6 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
 
 # Adversarial logit pairing
 
diff --git a/research/adversarial_text/README.md b/research/adversarial_text/README.md
@@ -1,3 +1,6 @@
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Adversarial Text Classification
 
 Code for [*Adversarial Training Methods for Semi-Supervised Text Classification*](https://arxiv.org/abs/1605.07725) and [*Semi-Supervised Sequence Learning*](https://arxiv.org/abs/1511.01432).
diff --git a/research/audioset/README.md b/research/audioset/README.md
@@ -1,3 +1,6 @@
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Models for AudioSet: A Large Scale Dataset of Audio Events
 
 This repository provides models and supporting code associated with
diff --git a/research/autoencoder/README.md b/research/autoencoder/README.md
@@ -0,0 +1,3 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
diff --git a/research/cognitive_mapping_and_planning/README.md b/research/cognitive_mapping_and_planning/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Cognitive Mapping and Planning for Visual Navigation
 **Saurabh Gupta, James Davidson, Sergey Levine, Rahul Sukthankar, Jitendra Malik**
 
diff --git a/research/deep_speech/README.md b/research/deep_speech/README.md
@@ -1,4 +1,9 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # DeepSpeech2 Model
+
 ## Overview
 This is an implementation of the [DeepSpeech2](https://arxiv.org/pdf/1512.02595.pdf) model. Current implementation is based on the code from the authors' [DeepSpeech code](https://github.com/PaddlePaddle/DeepSpeech) and the implementation in the [MLPerf Repo](https://github.com/mlperf/reference/tree/master/speech_recognition).
 
diff --git a/research/delf/README.md b/research/delf/README.md
@@ -1,3 +1,6 @@
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # DELF: DEep Local Features
 
 This project presents code for extracting DELF features, which were introduced
diff --git a/research/domain_adaptation/README.md b/research/domain_adaptation/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 ## Introduction
 This is the code used for two domain adaptation papers.
 
diff --git a/research/efficient-hrl/README.md b/research/efficient-hrl/README.md
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+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 Code for performing Hierarchical RL based on the following publications:
 
 "Data-Efficient Hierarchical Reinforcement Learning" by
diff --git a/research/fivo/README.md b/research/fivo/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Filtering Variational Objectives
 
 This folder contains a TensorFlow implementation of the algorithms from
@@ -208,4 +212,4 @@ This codebase comes with a number of tests to verify correctness, runnable via `
 
 ### Contact
 
-This codebase is maintained by Dieterich Lawson, reachable via email at dieterichl@google.com. For questions and issues please open an issue on the tensorflow/models issues tracker and assign it to @dieterichlawson.
+This codebase is maintained by Dieterich Lawson. For questions and issues please open an issue on the tensorflow/models issues tracker and assign it to @dieterichlawson.
diff --git a/research/global_objectives/README.md b/research/global_objectives/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Global Objectives
 The Global Objectives library provides TensorFlow loss functions that optimize
 directly for a variety of objectives including AUC, recall at precision, and
diff --git a/research/im2txt/README.md b/research/im2txt/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Show and Tell: A Neural Image Caption Generator
 
 A TensorFlow implementation of the image-to-text model described in the paper:
diff --git a/research/inception/README.md b/research/inception/README.md
@@ -1,3 +1,6 @@
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 **NOTE: For the most part, you will find a newer version of this code at [models/research/slim](https://github.com/tensorflow/models/tree/master/research/slim).** In particular:
 
 *   `inception_train.py` and `imagenet_train.py` should no longer be used. The slim editions for running on multiple GPUs are the current best examples.
diff --git a/research/learned_optimizer/README.md b/research/learned_optimizer/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Learned Optimizer
 
 Code for [Learned Optimizers that Scale and Generalize](https://arxiv.org/abs/1703.04813).
diff --git a/research/learning_to_remember_rare_events/README.md b/research/learning_to_remember_rare_events/README.md
@@ -1,3 +1,9 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
+---
+
 Code for the Memory Module as described
 in "Learning to Remember Rare Events" by
 Lukasz Kaiser, Ofir Nachum, Aurko Roy, and Samy Bengio
diff --git a/research/lexnet_nc/README.md b/research/lexnet_nc/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # LexNET for Noun Compound Relation Classification
 
 This is a [Tensorflow](http://www.tensorflow.org/) implementation of the LexNET
diff --git a/research/lm_1b/README.md b/research/lm_1b/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 <font size=4><b>Language Model on One Billion Word Benchmark</b></font>
 
 <b>Authors:</b>
diff --git a/research/lm_commonsense/README.md b/research/lm_commonsense/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # A Simple Method for Commonsense Reasoning
 
 This repository contains code to reproduce results from [*A Simple Method for Commonsense Reasoning*](https://arxiv.org/abs/1806.02847).
diff --git a/research/marco/README.md b/research/marco/README.md
@@ -1,3 +1,6 @@
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 Automating the Evaluation of Crystallization Experiments
 ========================================================
 
diff --git a/research/maskgan/README.md b/research/maskgan/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # MaskGAN: Better Text Generation via Filling in the ______
 
 Code for [*MaskGAN: Better Text Generation via Filling in the
diff --git a/research/namignizer/README.md b/research/namignizer/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Namignizer
 
 Use a variation of the [PTB](https://www.tensorflow.org/versions/r0.8/tutorials/recurrent/index.html#recurrent-neural-networks) model to recognize and generate names using the [Kaggle Baby Name Database](https://www.kaggle.com/kaggle/us-baby-names).
diff --git a/research/neural_gpu/README.md b/research/neural_gpu/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # NeuralGPU
 Code for the Neural GPU model described in http://arxiv.org/abs/1511.08228.
 The extended version was described in https://arxiv.org/abs/1610.08613.
diff --git a/research/neural_programmer/README.md b/research/neural_programmer/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Neural Programmer
 
 Implementation of the Neural Programmer model described in [paper](https://openreview.net/pdf?id=ry2YOrcge)
diff --git a/research/next_frame_prediction/README.md b/research/next_frame_prediction/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 <font size=4><b>Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks.</b></font>
 
 <b>Introduction</b>
diff --git a/research/object_detection/README.md b/research/object_detection/README.md
@@ -1,3 +1,5 @@
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
 
 # Tensorflow Object Detection API
 Creating accurate machine learning models capable of localizing and identifying
diff --git a/research/pcl_rl/README.md b/research/pcl_rl/README.md
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+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 Code for several RL algorithms used in the following papers:
 * "Improving Policy Gradient by Exploring Under-appreciated Rewards" by
 Ofir Nachum, Mohammad Norouzi, and Dale Schuurmans.
diff --git a/research/qa_kg/README.md b/research/qa_kg/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Module networks for question answering on knowledge graph
 
 This code repository contains a TensorFlow model for question answering on
diff --git a/research/real_nvp/README.md b/research/real_nvp/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Real NVP in TensorFlow
 
 *A Tensorflow implementation of the training procedure of*
diff --git a/research/sentiment_analysis/README.md b/research/sentiment_analysis/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Sentiment Analysis
 ## Overview
 This is an implementation of the Sentiment Analysis model as described in the [this paper](https://arxiv.org/abs/1412.1058). The implementation is with the reference to [paddle version](https://github.com/mlperf/reference/tree/master/sentiment_analysis/paddle).
diff --git a/research/seq2species/README.md b/research/seq2species/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Seq2Species: Neural Network Models for Species Classification
 
 *A deep learning solution for read-level taxonomic classification with 16s.*
diff --git a/research/skip_thoughts/README.md b/research/skip_thoughts/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Skip-Thought Vectors
 
 This is a TensorFlow implementation of the model described in:
diff --git a/research/steve/README.md b/research/steve/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Stochastic Ensemble Value Expansion
 
 *A hybrid model-based/model-free reinforcement learning algorithm for sample-efficient continuous control.*
@@ -87,4 +91,4 @@ toy examples in the first segment of the paper.
 config file and a GPU, it takes the filename of the model to load as a mandatory third argument.
 
 ## Contact
-Please contact GitHub user buckman-google (jacobbuckman@gmail.com) with any questions.
+Please contact GitHub user buckman-google (jacobbuckman@gmail.com) with any questions.
diff --git a/research/struct2depth/README.md b/research/struct2depth/README.md
@@ -1,3 +1,7 @@
+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # struct2depth
 
 This a method for unsupervised learning of depth and egomotion from monocular video, achieving new state-of-the-art results on both tasks by explicitly modeling 3D object motion, performing on-line refinement and improving quality for moving objects by novel loss formulations. It will appear in the following paper: 
diff --git a/research/swivel/README.md b/research/swivel/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Swivel in Tensorflow
 
 This is a [TensorFlow](http://www.tensorflow.org/) implementation of the
diff --git a/research/textsum/README.md b/research/textsum/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
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 Sequence-to-Sequence with Attention Model for Text Summarization.
 
 Authors:
diff --git a/research/transformer/README.md b/research/transformer/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Spatial Transformer Network
 
 The Spatial Transformer Network [1] allows the spatial manipulation of data within the network.
diff --git a/research/vid2depth/README.md b/research/vid2depth/README.md
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+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # vid2depth
 
 **Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints**
diff --git a/research/video_prediction/README.md b/research/video_prediction/README.md
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+![No Maintenance Intended](https://img.shields.io/badge/No%20Maintenance%20Intended-%E2%9C%95-red.svg)
+![TensorFlow Requirement: 1.x](https://img.shields.io/badge/TensorFlow%20Requirement-1.x-brightgreen)
+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)
+
 # Video Prediction with Neural Advection
 
 *A TensorFlow implementation of the models described in [Unsupervised Learning for Physical Interaction through Video Prediction (Finn et al., 2016)](https://arxiv.org/abs/1605.07157).*

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	`3`	`+![TensorFlow 2 Not Supported](https://img.shields.io/badge/TensorFlow%202%20Not%20Supported-%E2%9C%95-red.svg)`