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Top 23 Jupyter Notebook ML Projects
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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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dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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azureml-examples
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
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vertex-ai-samples
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
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imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
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Reactors
🌱 Join a community of developers at Microsoft Reactor and connect with people, skills, and technology to build your career or personal learning. We offer free livestreams, on-demand content, and hybrid/in-person events daily around the world. Access our projects and code here.
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serverless-ml-course
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
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cleora
Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.
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mlops-python-package
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
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S2ML-Generators
Multiple notebooks which allow the use of various machine learning methods to generate or modify multimedia content
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vision-camera-realtime-object-detection
VisionCamera Frame Processor Plugin to detect objects using TensorFlow Lite Task Vision
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examples
📝 Examples of how to use Neptune for different use cases and with various MLOps tools (by neptune-ai)
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augmented-interpretable-models
Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
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Projects-Archive
This hacktober fest, the only stop you’ll need to make for ML, Web Dev and App Dev - see you there!
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: The Era of 1-bit LLMs: ternary parameters for cost-effective computing | news.ycombinator.com | 2024-02-28https://github.com/Stability-AI/StableLM?tab=readme-ov-file#...
Project mention: Gemini 1.5 outshines GPT-4-Turbo-128K on long code prompts, HVM author | news.ycombinator.com | 2024-02-18
I always use TDD when I work on serious AI/ML projects. Even if this practice is time-consuming in the short term, it's time efficient in the long run. I prefer to catch bugs as early as possible in my workflow. I recently worked on a MLOps Python package that provides examples to implement best practices like TDD, code coverage and more: https://github.com/fmind/mlops-python-package
Project mention: Show HN: MLtraq – Track and Collaborate on AI Experiments (Open-Source) | news.ycombinator.com | 2024-02-06- Source code: https://github.com/elehcimd/mltraq
Thoughts? Looking forward to your feedback. I hope you enjoy it! Thank You!
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 ML related posts
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Stable LM 3B: Bringing Sustainable, High-Performance LMs to Smart Devices
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How to Fine-Tune Foundation Models to Auto-Label Training Data
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Where to start
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FreeWilly 1 and 2, two new open-access LLMs
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YouTube channel on AI, ML, NLP and Computer Vision
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Help regarding DS career choices
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Losing the plot
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A note from our sponsor - InfluxDB
www.influxdata.com | 7 May 2024
Index
What are some of the best open-source ML projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | handson-ml | 25,094 |
| 2 | StableLM | 15,852 |
| 3 | dopamine | 10,375 |
| 4 | pycaret | 8,428 |
| 5 | nlpaug | 4,252 |
| 6 | Andrew-NG-Notes | 2,248 |
| 7 | featureform | 1,693 |
| 8 | azureml-examples | 1,573 |
| 9 | vertex-ai-samples | 1,358 |
| 10 | imodels | 1,293 |
| 11 | Reactors | 507 |
| 12 | serverless-ml-course | 485 |
| 13 | cleora | 474 |
| 14 | mlops-python-package | 351 |
| 15 | S2ML-Generators | 178 |
| 16 | gan-vae-pretrained-pytorch | 162 |
| 17 | vision-camera-realtime-object-detection | 92 |
| 18 | examples | 66 |
| 19 | ltt | 58 |
| 20 | augmented-interpretable-models | 37 |
| 21 | mltraq | 33 |
| 22 | creative-prediction | 23 |
| 23 | Projects-Archive | 21 |
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