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Deepsvg[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.
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Pytorch Seq2seqTutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
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Data Science HacksData Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.
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Dsprites DatasetDataset to assess the disentanglement properties of unsupervised learning methods
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Medmnist[ISBI'21] MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis
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Covidnet CtCOVID-Net Open Source Initiative - Models and Data for COVID-19 Detection in Chest CT
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TedsdsApache Spark - Turbofan Engine Degradation Simulation Data Set example in Apache Spark
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AnimeganA simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.
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Covid Chestxray DatasetWe are building an open database of COVID-19 cases with chest X-ray or CT images.
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Taco🌮 Trash Annotations in Context Dataset Toolkit
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Dataset ApiThe ApolloScape Open Dataset for Autonomous Driving and its Application.
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TitleStylistSource code for our "TitleStylist" paper at ACL 2020
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Tehran StocksA python package to access tsetmc data
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Caffenet BenchmarkEvaluation of the CNN design choices performance on ImageNet-2012.
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Raccoon datasetThe dataset is used to train my own raccoon detector and I blogged about it on Medium
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BertvizTool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
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Nn🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
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AITQAresources for the IBM Airlines Table-Question-Answering Benchmark
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WeatherbenchA benchmark dataset for data-driven weather forecasting
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ObjectronObjectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes
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DabData Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ
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WhylogsProfile and monitor your ML data pipeline end-to-end
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Comma2k19A driving dataset for the development and validation of fused pose estimators and mapping algorithms
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Text summarization with tensorflowImplementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.
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HeadlinesAutomatically generate headlines to short articles
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Covid CtCOVID-CT-Dataset: A CT Scan Dataset about COVID-19
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Seq2seqchatbotsA wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.
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Crd3The repo containing the Critical Role Dungeons and Dragons Dataset.
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TsaiTime series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
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Wikipedia ner📖 Labeled examples from wiki dumps in Python
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Openml RR package to interface with OpenML
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