SaaSHub helps you find the best software and product alternatives Learn more →
Top 23 Jupyter Notebook Deep Learning Projects
-
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, ... 🧠
-
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.
-
-
-
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
-
-
-
first-order-model
This repository contains the source code for the paper First Order Motion Model for Image Animation
-
DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
-
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
-
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
-
TTS
:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts) (by mozilla)
-
-
-
lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
-
-
vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: [D] How do you keep up to date on Machine Learning? | /r/learnmachinelearning | 2023-08-13Made With ML
🔗 https://github.com/microsoft/AI-For-Beginners 🔗 https://microsoft.github.io/AI-For-Beginners/
pip install -U huggingface_hub umap-learn git+https://github.com/openai/CLIP.git
Project mention: The fastai book, published as Jupyter Notebooks | news.ycombinator.com | 2024-01-17
Deci's YOLO-NAS Pose: Redefining Pose Estimation! Elevating healthcare, sports, tech, and robotics with precision and speed. Github link and blog link down below! Repo: https://github.com/spmallick/learnopencv/tree/master/YOLO-NAS-Pose
Project mention: Is it possible to sync a lip and facial expression animation with audio in real time? | /r/node | 2023-05-29
Project mention: Machine Learning for Trading: Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses - star count:10678.0 | /r/algoprojects | 2023-11-20
I need to use AWS Sagemaker (required, can't use easier services) and my adviser gave me this document to start with: https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart-foundation-models/question_answering_retrieval_augmented_generation/question_answering_langchain_jumpstart.ipynb
Coqui-ai was a commercial continuation of Mozilla TTS and STT (https://github.com/mozilla/TTS).
At the time (2018-ish), it was really impressive for on-device voice synthesis (with a quality approaching the Google and Azure cloud-based voice synthesis options) and open source, so a lot of people in the FOSS community were hoping it could be used for a privacy-respecting home assistant, Linux speech synthesis that doesn't suck, etc.
After Mozilla abandoned the project, Coqui continued development and had some really impressive one-shot voice cloning, but pivoted to marketing speech synthesis for game developers. They were probably having trouble monetizing it, and it doesn't surprise me that they shut down.
An equivalent project that's still in active development and doing really well is Piper TTS (https://github.com/rhasspy/piper).
Project mention: Can someone please help me with inpainting settings to remove the subject from this image? I want to rebuild as much of the original background as possible. | /r/StableDiffusion | 2023-07-03You could try to use ControlNet inpaint+lama locally, but results aren't as good in my experience. Or you could try local install of lama directly, but the setup process isn't very smooth.
They're data-dependence graphs for a neural-network scheduling problem. Like this but way bigger to start with and then lowered to more detailed representations several times: https://netron.app/?url=https://github.com/onnx/models/raw/m... My home-grown layout engine can handle the 12k nodes for llama2 in its highest-level form in 20s or so, but its not the most featureful, and they only get bigger from there. So I always have an eye out for potential tools.
Project mention: Infini-Gram: Scaling unbounded n-gram language models to a trillion tokens | news.ycombinator.com | 2024-05-05
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).
Jupyter Notebook Deep Learning related posts
-
LoRA Learns Less and Forgets Less
-
TimeGPT: Production Ready Time Series Foundation Model for Forecasting
-
Container size analysis: TensorFlow 2.8 base image vs Deep Learning
-
Machine Learning and AI Beyond the Basics Book
-
What things are happening in ML that we can't hear oer the din of LLMs?
-
FREE AI Course By Microsoft: ZERO to HERO! 🔥
-
Zero-Shot Prediction Plugin for FiftyOne
-
A note from our sponsor - SaaSHub
www.saashub.com | 20 May 2024
Index
What are some of the best open-source Deep Learning projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | nn | 48,933 |
| 2 | TensorFlow-Examples | 43,247 |
| 3 | Made-With-ML | 36,004 |
| 4 | AI-For-Beginners | 31,684 |
| 5 | fastai | 25,691 |
| 6 | handson-ml | 25,099 |
| 7 | CLIP | 22,605 |
| 8 | shap | 21,759 |
| 9 | fastbook | 20,860 |
| 10 | learnopencv | 20,498 |
| 11 | stable-diffusion-webui-colab | 15,318 |
| 12 | first-order-model | 14,232 |
| 13 | DeepLearningExamples | 12,696 |
| 14 | machine-learning-for-trading | 11,904 |
| 15 | numerical-linear-algebra | 10,036 |
| 16 | amazon-sagemaker-examples | 9,557 |
| 17 | TensorFlow-Tutorials | 9,250 |
| 18 | TTS | 8,871 |
| 19 | LAVIS | 8,881 |
| 20 | open_clip | 8,622 |
| 21 | lama | 7,288 |
| 22 | models | 7,278 |
| 23 | vosk-api | 7,149 |
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com