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Top 23 Python transfer-learning 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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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)
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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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Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
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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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FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
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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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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 -
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
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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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primeqa
The prime repository for state-of-the-art Multilingual Question Answering research and development.
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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!
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assembled-cnn
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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- 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 - WorkOS
workos.com | 17 Apr 2024
Index
What are some of the best open-source transfer-learning projects in Python? This list will help you:
Project | Stars | |
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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 |