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Top 23 Deep Learning Open-Source Projects
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Project mention: 🔥🚀 Top 10 Open-Source Must-Have Tools for Crafting Your Own Chatbot 🤖💬 | dev.to | 2023-11-06
To get up to speed with TensorFlow, check their quickstart Support TensorFlow on GitHub ⭐
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Project mention: Mixtral-7b-8expert working in Oobabooga (unquantized multi-gpu) | /r/Oobabooga | 2023-12-08
pip install git+https://github.com/huggingface/transformers.git@main
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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The design of MLX is inspired by frameworks like NumPy, PyTorch, Jax, and ArrayFire.
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course Computer science is very wast field the fundamental remains same, learn basic fundamentals, data structures, concepts of object oriented programming.
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All breaking changes are listed here: https://github.com/keras-team/keras/issues/18467
You can use this migration guide to identify and fix each of these issues (and further, making your code run on JAX or PyTorch): https://keras.io/guides/migrating_to_keras_3/
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Onboard AI
Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.
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Head over to deepfakes/faceswap and install all the stuff that it asks you to do and then open the terminal with in faceswap env from anaconda.
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Project mention: How would i go about having YOLO v5 return me a list from left to right of all detected objects in an image? | /r/computervision | 2023-11-13
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nn
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Project mention: Can't remember name of website that has explanations side-by-side with code | /r/learnmachinelearning | 2023-03-28Hey are you talking about https://nn.labml.ai/ ?
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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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Project mention: ColossalChat: An Open-Source Solution for Cloning ChatGPT with a RLHF Pipeline | news.ycombinator.com | 2023-04-04
> open-source a complete RLHF pipeline ... based on the LLaMA pre-trained model
I've gotten to where when I see "open source AI" I now know it's "well, except for $some_other_dependencies"
Anyway: https://scribe.rip/@yangyou_berkeley/colossalchat-an-open-so... and https://github.com/hpcaitech/ColossalAI#readme (Apache 2) can save you some medium.com heartache at least
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Project mention: [D] How do you keep up to date on Machine Learning? | /r/learnmachinelearning | 2023-08-13
Made With ML
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Click to Learn more...
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Project mention: Open source software has gotten a lot better at having smooth swaps. Below is what i got. | /r/faceswap | 2023-06-28
Mainly as the base model. https://insightface.ai/ There was some post processing done to further improve quality. https://github.com/TencentARC/GFPGAN
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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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Project mention: I am out of the loop. Is Next.js "the future" and something I should consider adding to my knowledge pool? | /r/webdev | 2023-07-05
What do you have against tesseract.js?
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DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
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.
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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.
Project mention: Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Custom Models | news.ycombinator.com | 2023-08-11Training times for GSM8k are mentioned here: https://github.com/ray-project/ray/tree/master/doc/source/te...
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Project mention: Show HN: Taipy – Turns Data and AI algorithms into full web applications | news.ycombinator.com | 2023-11-30
What is the business model for https://www.taipy.io/, https://streamlit.io/, or https://www.gradio.app/? These are nice tools - but how will the sponsoring businesses support themselves? I didn't see any mention of enterprise plans, etc. Is the answer simply that "we've not announced our revenue model yet"? What should one expect?
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SaaSHub
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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).
The latest post mention was on 2023-12-10.
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A note from our sponsor - #<SponsorshipServiceOld:0x00007f0fa3289358>
www.saashub.com | 10 Dec 2023
Index
What are some of the best open-source Deep Learning projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | tensorflow | 179,270 |
| 2 | transformers | 116,669 |
| 3 | stable-diffusion-webui | 112,104 |
| 4 | Pytorch | 73,212 |
| 5 | OpenCV | 72,838 |
| 6 | cs-video-courses | 62,362 |
| 7 | Keras | 59,979 |
| 8 | Real-Time-Voice-Cloning | 48,994 |
| 9 | faceswap | 47,745 |
| 10 | yolov5 | 43,740 |
| 11 | TensorFlow-Examples | 42,993 |
| 12 | 100-Days-Of-ML-Code | 42,292 |
| 13 | nn | 39,476 |
| 14 | Deep-Learning-Papers-Reading-Roadmap | 36,694 |
| 15 | ColossalAI | 35,495 |
| 16 | Made-With-ML | 34,634 |
| 17 | Caffe | 33,688 |
| 18 | GFPGAN | 33,074 |
| 19 | MockingBird | 32,339 |
| 20 | Tesseract.js | 32,197 |
| 21 | DeepSpeed | 30,044 |
| 22 | Ray | 28,942 |
| 23 | streamlit | 28,923 |
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