Most Popular AI Research Aug 2022 pt. 2 - Ranked Based On GitHub Stars

This page summarizes the projects mentioned and recommended in the original post on /r/learnmachinelearning

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  • textual_inversion

  • VideoX

    VideoX: a collection of video cross-modal models

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • Cold-Diffusion-Models

    Official implementation of Cold-Diffusion for different transformations in pytorch.

  • bitsandbytes

    Accessible large language models via k-bit quantization for PyTorch.

  • Awesome-Dataset-Distillation

    Awesome Dataset Distillation Papers

    https://arxiv.org/abs/2208.11311 https://github.com/Guang000/Awesome-Dataset-Distillation

  • PeRFception

    [NeurIPS2022] Official implementation of PeRFception: Perception using Radiance Fields.

  • MinVIS

    https://arxiv.org/abs/2208.02245 https://github.com/nvlabs/minvis

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • ddsp-singing-vocoders

    Official implementation of SawSing (ISMIR'22)

    https://arxiv.org/abs/2208.04756 https://github.com/yatingmusic/ddsp-singing-vocoders

  • walk_in_the_park

  • Intrusion-Detection-System-Using-Machine-Learning

    Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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