The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →
Top 23 Machine Learning Open-Source Projects
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Project mention: TensorFlow-metal on Apple Mac is junk for training | news.ycombinator.com | 2024-01-16
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Thanks! :) I'm pushing them into transformers, pytorch-gemma and collabing with the Gemma team to resolve all the issues :)
The RoPE fix should already be in transformers 4.38.2: https://github.com/huggingface/transformers/pull/29285
My main PR for transformers which fixes most of the issues (some still left): https://github.com/huggingface/transformers/pull/29402
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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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Sure, right here: https://github.com/pytorch/pytorch/blob/main/torch/autograd/...
Here's the documentation: https://pytorch.org/tutorials/intermediate/forward_ad_usage....
> When an input, which we call “primal”, is associated with a “direction” tensor, which we call “tangent”, the resultant new tensor object is called a “dual tensor” for its connection to dual numbers[0].
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Project mention: A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev | dev.to | 2024-02-05
netdata.cloud — Netdata is an open-source tool to collect real-time metrics. It's a growing product and can also be found on GitHub!
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- https://github.com/microsoft/ML-For-Beginners
Also check out this list Pitt puts out every year:
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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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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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sklearn is adding support through the dataframe interchange protocol (https://github.com/scikit-learn/scikit-learn/issues/25896). scipy, as far as I know, doesn't explicitly support dataframes (it just happens to work when you wrap a Series in `np.array` or `np.asarray`). I don't know about PyTorch but in general you can convert to numpy.
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You will also need to install the Tesseract OCR engine, which can be downloaded and installed from the following link: https://github.com/tesseract-ocr/tesseract
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Project mention: Ask HN: What are some of the best blog posts by software engineers? | news.ycombinator.com | 2023-04-10
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Camera connected to a PI? Something like this could run locally: https://github.com/ageitgey/face_recognition
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Project mention: faceswap VS facefusion - a user suggested alternative | libhunt.com/r/faceswap | 2024-01-30
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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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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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34. Julia - $74,963
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Project mention: Top 10 GitHub Repositories Every Developer Should Bookmark in 2024 | dev.to | 2024-02-07
2) 100 Days of ML Code: Embark on a 100-day journey into the fascinating world of machine learning with this structured curriculum. Packed with bite-sized coding challenges and real-world projects, this repository will transform you from a coding novice to a confident ML enthusiast. (https://github.com/Avik-Jain/100-Days-Of-ML-Code)
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Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
For open assistant, the code: https://github.com/LAION-AI/Open-Assistant/tree/main/inference
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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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Project mention: Building in Public: Leveraging Tublian's AI Copilot for My Open Source Contributions | dev.to | 2024-02-12
Contributing to Apache Airflow's open-source project immersed me in collaborative coding. Experienced maintainers rigorously reviewed my contributions, providing constructive feedback. This ongoing dialogue refined the codebase and honed my understanding of best practices.
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Click to Learn more...
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A co-founder announced they disbanded their robots team a couple years ago: https://venturebeat.com/business/openai-disbands-its-robotic...
That was the same time they depreciated OpenAI Gym: https://github.com/openai/gym
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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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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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A note from our sponsor - WorkOS
workos.com | 28 Mar 2024
Index
What are some of the best open-source Machine Learning projects? This list will help you:
Project | Stars | |
---|---|---|
1 | tensorflow | 181,593 |
2 | transformers | 122,577 |
3 | Pytorch | 76,925 |
4 | Netdata | 67,581 |
5 | ML-For-Beginners | 65,268 |
6 | cs-video-courses | 63,776 |
7 | Keras | 60,761 |
8 | scikit-learn | 57,747 |
9 | tesseract-ocr | 57,394 |
10 | awesome-scalability | 52,576 |
11 | Face Recognition | 51,474 |
12 | faceswap | 48,894 |
13 | nn | 46,249 |
14 | yolov5 | 46,202 |
15 | julia | 44,317 |
16 | TensorFlow-Examples | 43,108 |
17 | 100-Days-Of-ML-Code | 42,862 |
18 | Open-Assistant | 36,512 |
19 | Made-With-ML | 35,291 |
20 | Airflow | 34,099 |
21 | Caffe | 33,822 |
22 | gym | 33,750 |
23 | Tesseract.js | 32,929 |