Python transfer-learning

Open-source Python projects categorized as transfer-learning

Top 23 Python transfer-learning Projects

transfer-learning
  • transferlearning

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

  • Scout Monitoring

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  • autogluon

    Fast and Accurate ML in 3 Lines of Code

  • 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.

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  • 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. ✂️

  • test

    Measuring Massive Multitask Language Understanding | ICLR 2021

  • Project mention: Measuring Multitask Language Understanding | news.ycombinator.com | 2024-04-20
  • 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: Ask HN: Which LLMs can run locally on most consumer computers | news.ycombinator.com | 2024-05-21

    There is actually a specific approach of this concept for generating synthetic data for training called UDAPDR[0].

    It or something like it could likely be applied to any form of generation including what you are describing.

    [0] - https://github.com/primeqa/primeqa/tree/4ae1b456dbe9f75276fe...

  • 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

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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).

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Python transfer-learning related posts

  • Measuring Multitask Language Understanding

    1 project | news.ycombinator.com | 20 Apr 2024
  • Generative AI Frameworks and Tools Every Developer Should Know!

    1 project | dev.to | 13 Dec 2023
  • Mixtral 7B MoE beats LLaMA2 70B in MMLU

    2 projects | /r/LocalLLaMA | 10 Dec 2023
  • Best way to programmatically extract data from a set of .pdf files?

    1 project | /r/artificial | 9 Dec 2023
  • BREAKING: Google just released its ChatGPT Killer

    1 project | /r/u_enoumen | 6 Dec 2023
  • Llama2 and Haystack on Colab

    2 projects | news.ycombinator.com | 21 Jul 2023
  • Build with LLMs for production with Haystack – has 10k stars on GitHub

    2 projects | news.ycombinator.com | 17 Jul 2023
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 18 Jun 2024
    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. Learn more →

Index

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

Project Stars
1 transferlearning 13,025
2 autogluon 7,332
3 hub 3,449
4 Transfer-Learning-Library 3,220
5 sparseml 2,001
6 flow-forecast 1,943
7 FARM 1,730
8 transfer-learning-conv-ai 1,720
9 jiant 1,622
10 finetuner 1,443
11 image-background-remove-tool 1,284
12 test 988
13 deepdrive 877
14 primeqa 709
15 DeepFake-Detection 505
16 pykale 432
17 offsite-tuning 362
18 assembled-cnn 330
19 TS-TCC 325
20 pytorch-adapt 323
21 xfer 251
22 kiri 240
23 laserembeddings 222

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