Python transfer-learning

Open-source Python projects categorized as transfer-learning
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Topics: Deep Learning Pytorch Machine Learning NLP Python
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Top 23 Python transfer-learning Projects

  • transferlearning

    Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

  • autogluon

    AutoGluon: Fast and Accurate ML in 3 Lines of Code

    Project mention: pip install remyxai - easiest way to create custom vision models | /r/computervision | 2023-04-25

    This seems not very convincing. There are other popular frameworks that provide AutoML with existing datasets (eg https://github.com/autogluon/autogluon)

  • 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.

  • hub

    A library for transfer learning by reusing parts of TensorFlow models. (by tensorflow)

  • Transfer-Learning-Library

    Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

  • sparseml

    Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

  • flow-forecast

    Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

  • FARM

    :house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

  • 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.

  • transfer-learning-conv-ai

    🦄 State-of-the-Art Conversational AI with Transfer Learning

  • jiant

    jiant is an nlp toolkit

  • finetuner

    :dart: Task-oriented embedding tuning for BERT, CLIP, etc.

  • image-background-remove-tool

    ✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

    Project mention: Show HN: Image background removal without annoying subscriptions | news.ycombinator.com | 2023-05-25

  • test

    Measuring Massive Multitask Language Understanding | ICLR 2021

    Project mention: Mixtral 7B MoE beats LLaMA2 70B in MMLU | /r/LocalLLaMA | 2023-12-10

    Sources [1] MMLU Benchmark (Multi-task Language Understanding) | Papers With Code https://paperswithcode.com/sota/multi-task-language-understanding-on-mmlu [2] MMLU Dataset | Papers With Code https://paperswithcode.com/dataset/mmlu [3] hendrycks/test: Measuring Massive Multitask Language Understanding | ICLR 2021 - GitHub https://github.com/hendrycks/test [4] lukaemon/mmlu · Datasets at Hugging Face https://huggingface.co/datasets/lukaemon/mmlu [5] [2009.03300] Measuring Massive Multitask Language Understanding - arXiv https://arxiv.org/abs/2009.03300

  • deepdrive

    Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

  • primeqa

    The prime repository for state-of-the-art Multilingual Question Answering research and development.

    Project mention: State-of-the-Art Multilingual Question Answering | /r/aiengineer | 2023-07-10

  • DeepFake-Detection

    Towards deepfake detection that actually works (by dessa-oss)

  • pykale

    Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

  • offsite-tuning

    Offsite-Tuning: Transfer Learning without Full Model

  • assembled-cnn

    Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

  • TS-TCC

    [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

  • pytorch-adapt

    Domain adaptation made easy. Fully featured, modular, and customizable.

  • xfer

    Transfer Learning library for Deep Neural Networks.

  • kiri

    Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models. (by kiri-ai)

  • laserembeddings

    LASER multilingual sentence embeddings as a pip package

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-12-10.

Python transfer-learning related posts

Index

What are some of the best open-source transfer-learning projects in Python? This list will help you:

Project Stars
1 transferlearning 12,808
2 autogluon 7,050
3 hub 3,434
4 Transfer-Learning-Library 3,110
5 sparseml 1,967
6 flow-forecast 1,874
7 FARM 1,722
8 transfer-learning-conv-ai 1,712
9 jiant 1,603
10 finetuner 1,414
11 image-background-remove-tool 1,220
12 test 899
13 deepdrive 873
14 primeqa 696
15 DeepFake-Detection 464
16 pykale 427
17 offsite-tuning 359
18 assembled-cnn 328
19 TS-TCC 307
20 pytorch-adapt 302
21 xfer 250
22 kiri 240
23 laserembeddings 223

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