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Top 23 transfer-learning Open-Source Projects
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transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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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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super-gradients
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
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Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
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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.
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sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
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flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
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Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
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FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
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image-background-remove-tool
✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
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awesome-transformer-nlp
A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.
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deepdrive
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
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torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
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primeqa
The prime repository for state-of-the-art Multilingual Question Answering research and development.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: pip install remyxai - easiest way to create custom vision models | /r/computervision | 2023-04-25This seems not very convincing. There are other popular frameworks that provide AutoML with existing datasets (eg https://github.com/autogluon/autogluon)
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.
Project mention: Show HN: Image background removal without annoying subscriptions | news.ycombinator.com | 2023-05-25
transfer-learning related posts
- Measuring Multitask Language Understanding
- Generative AI Frameworks and Tools Every Developer Should Know!
- Mixtral 7B MoE beats LLaMA2 70B in MMLU
- Best way to programmatically extract data from a set of .pdf files?
- BREAKING: Google just released its ChatGPT Killer
- Llama2 and Haystack on Colab
- Build with LLMs for production with Haystack – has 10k stars on GitHub
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A note from our sponsor - InfluxDB
www.influxdata.com | 25 Apr 2024
Index
What are some of the best open-source transfer-learning projects? This list will help you:
Project | Stars | |
---|---|---|
1 | transferlearning | 12,841 |
2 | autogluon | 7,091 |
3 | awesome-domain-adaptation | 4,886 |
4 | super-gradients | 4,322 |
5 | hub | 3,436 |
6 | Transfer-Learning-Library | 3,144 |
7 | Awesome-Knowledge-Distillation | 2,393 |
8 | sparseml | 1,974 |
9 | flow-forecast | 1,884 |
10 | Awesome-Federated-Learning | 1,848 |
11 | FARM | 1,723 |
12 | transfer-learning-conv-ai | 1,712 |
13 | jiant | 1,605 |
14 | DenseDepth | 1,533 |
15 | finetuner | 1,423 |
16 | image-background-remove-tool | 1,228 |
17 | awesome-transformer-nlp | 1,029 |
18 | test | 906 |
19 | deepdrive | 872 |
20 | torchxrayvision | 828 |
21 | primeqa | 698 |
22 | TrainYourOwnYOLO | 635 |
23 | DeepFake-Detection | 464 |
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