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Top 23 Python Deep Learning Projects
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SaaSHub
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Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
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MockingBird
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
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DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
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Ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
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pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
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data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
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ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
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Project mention: Show HN: I made an app to use local AI as daily driver | news.ycombinator.com | 2024-02-27* LLaVA model: I'll add more documentation. You are right Llava could not generate images. For image generation I don't have immediate plans, but checkout these projects for local image generation.
- https://diffusionbee.com/
- https://github.com/comfyanonymous/ComfyUI
- https://github.com/AUTOMATIC1111/stable-diffusion-webui
transformers is a package by Hugging Face, that helps you interact with models on HF Hub (GitHub)
Project mention: Clasificador de imágenes con una red neuronal convolucional (CNN) | dev.to | 2024-05-01PyTorch (https://pytorch.org/)
Keras
Project mention: faceswap VS facefusion - a user suggested alternative | libhunt.com/r/faceswap | 2024-01-30
Ref https://www.youtube.com/watch?v=0GwnxFNfZhM https://github.com/ultralytics/yolov5 https://dev.to/gfstealer666/kaaraich-yolo-alkrithuemainkaartrwcchcchabwatthu-object-detection-3lef https://www.kaggle.com/datasets/devdgohil/the-oxfordiiit-pet-dataset/data
Project mention: Ask HN: What is the state of the art in AI photo enhancement? | news.ycombinator.com | 2024-01-24
Project mention: Can we discuss MLOps, Deployment, Optimizations, and Speed? | /r/LocalLLaMA | 2023-12-06DeepSpeed can handle parallelism concerns, and even offload data/model to RAM, or even NVMe (!?) . I'm surprised I don't see this project used more.
Project mention: Creando Subtítulos Automáticos para Vídeos con Python, Faster-Whisper, FFmpeg, Streamlit, Pillow | dev.to | 2024-04-29Streamlit (https://streamlit.io/)
Project mention: Ray: Unified framework for scaling AI and Python applications | news.ycombinator.com | 2024-05-03
Project mention: OpenAI deems its voice cloning tool too risky for general release | news.ycombinator.com | 2024-03-31lol this marketing technique is getting very old. https://github.com/coqui-ai/TTS is already amazing and open source.
gradio is a package developed to ease the development of app interfaces in python and other languages (GitHub)
Alpaca is an instruction-oriented LLM derived from LLaMA, enhanced by Stanford researchers with a dataset of 52,000 examples of following instructions, sourced from OpenAI’s InstructGPT through the self-instruct method. The extensive self-instruct dataset, details of data generation, and the model refinement code were publicly disclosed. This model complies with the licensing requirements of its base model. Due to the utilization of InstructGPT for data generation, it also adheres to OpenAI’s usage terms, which prohibit the creation of models competing with OpenAI. This illustrates how dataset restrictions can indirectly affect the resulting fine-tuned model.
Project mention: Step by step guide to create customized chatbot by using spaCy (Python NLP library) | dev.to | 2024-03-23Hi Community, In this article, I will demonstrate below steps to create your own chatbot by using spaCy (spaCy is an open-source software library for advanced natural language processing, written in the programming languages Python and Cython):
Project mention: SB-1047 will stifle open-source AI and decrease safety | news.ycombinator.com | 2024-04-29It's very easy to get started, right in your Terminal, no fees! No credit card at all.
And there are cloud providers like https://replicate.com/ and https://lightning.ai/ that will let you use your LLM via an API key just like you did with OpenAI if you need that.
You don't need OpenAI - nobody does.
virtual dj and others stem separator is shrinked model of this https://github.com/deezer/spleeter you will get better results downloading original + their large model.
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 Deep Learning related posts
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Clasificador de imágenes con una red neuronal convolucional (CNN)
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May 8, 2024 AI, Machine Learning and Computer Vision Meetup
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AI enthusiasm #9 - A multilingual chatbot📣🈸
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SB-1047 will stifle open-source AI and decrease safety
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Creando Subtítulos Automáticos para Vídeos con Python, Faster-Whisper, FFmpeg, Streamlit, Pillow
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Einsum in 40 Lines of Python
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Show HN: Cognita – open-source RAG framework for modular applications
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A note from our sponsor - InfluxDB
www.influxdata.com | 4 May 2024
Index
What are some of the best open-source Deep Learning projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | stable-diffusion-webui | 129,975 |
| 2 | transformers | 125,369 |
| 3 | Pytorch | 78,016 |
| 4 | Keras | 60,972 |
| 5 | Real-Time-Voice-Cloning | 50,815 |
| 6 | faceswap | 49,261 |
| 7 | yolov5 | 47,071 |
| 8 | ColossalAI | 37,911 |
| 9 | Deep-Learning-Papers-Reading-Roadmap | 37,120 |
| 10 | GFPGAN | 34,637 |
| 11 | MockingBird | 33,862 |
| 12 | DeepSpeed | 32,739 |
| 13 | streamlit | 31,717 |
| 14 | Ray | 31,179 |
| 15 | TTS | 29,420 |
| 16 | pytorch-tutorial | 29,128 |
| 17 | gradio | 28,987 |
| 18 | stanford_alpaca | 28,816 |
| 19 | spaCy | 28,751 |
| 20 | pytorch-lightning | 26,952 |
| 21 | data-science-ipython-notebooks | 26,490 |
| 22 | spleeter | 24,925 |
| 23 | ML-From-Scratch | 23,189 |
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