KILT: a Benchmark for Knowledge Intensive Language Tasks

All tasks in KILT are grounded in the same snapshot of Wikipedia, reducing engineering turnaround through the re-use of components, as well as accelerating research into task-agnostic memory architectures.

Github: https://github.com/facebookresearch/KILT

Paper: https://arxiv.org/abs/2009.02252

Here's a list of top 100 deep learning Github trending repositories.

Date: 02-02-2020 compared to 09-01-2019

Note: This will be updated regularly.

https://github.com/mbadry1/Top-Deep-Learning

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🙆‍♂️ Gesticulator: A framework for semantically-aware speech-driven gesture generation.

https://svito-zar.github.io/gesticulator/

Code: https://github.com/Svito-zar/gesticulator

Paper: https://arxiv.org/abs/2001.09326

Video: https://www.youtube.com/watch?v=VQ8he6jjW08&feature=youtu.be

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Text classification with an RNN | TensorFlow Core

https://www.tensorflow.org/tutorials/text/text_classification_rnn

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A cheat sheet on Scikit-learn for each technique in Python!

4 Top AI/ML Github Repositories in November 2020

1. PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization: 2,558 Stars

2. Microsoft: Bring Old Photos Back To Life: 2892 Stars

3. Project Sherlock: 1952 Stars

4. Russian GPT-3: 702 Stars

https://towardsdatascience.com/4-top-ai-ml-github-repositories-in-november-2020-aa51656aaab9

Image Inpainting with Contextual Reconstruction Loss

Github: https://github.com/zengxianyu/crfill

Paper: https://arxiv.org/abs/2011.12836v1

Fully Convolutional Networks for Panoptic Segmentation.

Github: https://github.com/yanwei-li/PanopticFCN

Paper: https://arxiv.org/pdf/2012.00720.pdf

Detecting COVID-19 through Human Chest X-ray Images👇🏻

https://youtu.be/Q8OR04wBJJs

Source Code: https://github.com/smahesh29/COVID-19-Detection-through-Chest-X-Ray

Project Link: https://imojo.in/6unes