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Top 23 Python Deeplearning Projects
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Ai learning
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NeMo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
NVIDIA NeMo To perform speaker diarization using NVIDIA NeMo , follow these steps:
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Project mention: Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing | news.ycombinator.com | 2024-04-07
This is a great project, little bit similar to https://github.com/ludwig-ai/ludwig, but it includes testing capabilities and ablation.
questions regarding the LLM testing aspect: How extensive is the test coverage for LLM use cases, and what is the current state of this project area? Do you offer any guarantees, or is it considered an open-ended problem?
Would love to see more progress toward this area!
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clearml
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
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X-AnyLabeling
Effortless data labeling with AI support from Segment Anything and other awesome models.
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MiDaS
Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"
This is really cool! I've had a lot of fun using MiDaS[0] for creating stereograms and also in robotics for depth estimation.
[0] https://github.com/isl-org/MiDaS
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contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
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PaddleHelix
Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
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trankit
Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
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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).
Python Deeplearning discussion
Python Deeplearning related posts
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Recapping the AI, Machine Learning and Computer Meetup — November 14, 2024
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The DeepFaceLab GitHub Repository has been disabled
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Stereographer
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A Shocking Peek into the World of AI Video Deepfakes
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Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing
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How do I change the learning hub video resolution?
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QualityScaler 2.11 - image/video AI upscaler app
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A note from our sponsor - SaaSHub
www.saashub.com | 25 Mar 2025
Index
What are some of the best open-source Deeplearning projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | faceswap | 53,544 |
| 2 | ailearning | 40,354 |
| 3 | horovod | 14,426 |
| 4 | NeMo | 13,431 |
| 5 | ludwig | 11,380 |
| 6 | awesome-chatgpt-zh | 11,053 |
| 7 | optimate | 8,372 |
| 8 | clearml | 5,886 |
| 9 | X-AnyLabeling | 5,063 |
| 10 | MiDaS | 4,775 |
| 11 | PyTorchZeroToAll | 3,919 |
| 12 | InvoiceNet | 2,576 |
| 13 | QualityScaler | 2,335 |
| 14 | contrastive-unpaired-translation | 2,296 |
| 15 | DeBERTa | 2,020 |
| 16 | pycm | 1,469 |
| 17 | pygod | 1,394 |
| 18 | PixelLib | 1,059 |
| 19 | PaddleHelix | 1,054 |
| 20 | kogpt | 1,006 |
| 21 | trankit | 748 |
| 22 | Neupy | 738 |
| 23 | PyTorch_CIFAR10 | 664 |
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