Top 23 transfer-learning Open-Source Projects

• transferlearning

  1 12,880 7.8 Python

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

• autogluon

  8 7,152 9.6 Python

  Fast and Accurate ML in 3 Lines of Code

  

• InfluxDB

  www.influxdata.com featured

  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.

  

• awesome-domain-adaptation

  1 4,898 6.0

  A collection of AWESOME things about domian adaptation

• super-gradients

  8 4,343 9.5 Jupyter Notebook

  Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

  

Project mention: Zero-Shot Prediction Plugin for FiftyOne | dev.to | 2024-03-13

Most computer vision models are trained to predict on a preset list of label classes. In object detection, for instance, many of the most popular models like YOLOv8 and YOLO-NAS are pretrained with the classes from the MS COCO dataset. If you download the weights checkpoints for these models and run prediction on your dataset, you will generate object detection bounding boxes for the 80 COCO classes.

• hub

  1 3,439 3.2 Python

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

  

• Transfer-Learning-Library

  1 3,150 6.9 Python

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

  

• Awesome-Knowledge-Distillation

  1 2,402 0.0

  Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

• SaaSHub

  www.saashub.com featured

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

  

• sparseml

  12 1,979 9.6 Python

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

  

• flow-forecast

  13 1,905 9.5 Python

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

  

• Awesome-Federated-Learning

  0 1,848 0.0

  FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

• FARM

  3 1,724 0.0 Python

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

  

• transfer-learning-conv-ai

  3 1,714 0.0 Python

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

  

• jiant

  2 1,608 0.0 Python

  jiant is an nlp toolkit

  

• DenseDepth

  5 1,533 0.0 Jupyter Notebook

  High Quality Monocular Depth Estimation via Transfer Learning

Project mention: How to Estimate Depth from a Single Image | dev.to | 2024-04-25

For a long time, the state-of-the-art models for monocular depth estimation such as DORN and DenseDepth were built with convolutional neural networks. Recently, however, both transformer-based models such as DPT and GLPN, and diffusion-based models like Marigold have achieved remarkable results!

• finetuner

  36 1,427 5.5 Python

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

  

• image-background-remove-tool

  16 1,242 4.3 Python

  ✂️ 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

• awesome-transformer-nlp

  1 1,032 6.3

  A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.

• test

  9 946 2.5 Python

  Measuring Massive Multitask Language Understanding | ICLR 2021

Project mention: Measuring Multitask Language Understanding | news.ycombinator.com | 2024-04-20

• deepdrive

  1 873 0.0 Python

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

  

• torchxrayvision

  1 837 6.4 Jupyter Notebook

  TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

  

• primeqa

  5 702 8.2 Python

  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

• TrainYourOwnYOLO

  1 635 0.0 Jupyter Notebook

  Train a state-of-the-art yolov3 object detector from scratch!

• DeepFake-Detection

  1 464 0.0 Python

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

  

• SaaSHub

  www.saashub.com featured

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

  

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 | 8 May 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 →

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