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Top 23 Python Tensorflow Projects
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Project mention: A look at Apple’s new Transformer-powered predictive text model | news.ycombinator.com | 2023-09-16
https://github.com/huggingface/transformers/blob/0a55d9f7376...
To summarize how they work: you keep some number of previously generated tokens, and once you get logits that you want to sample a new token from, you find the logits for existing tokens and multiply them by a penalty, thus lowering the probability of the corresponding tokens.
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Project mention: Can someone explain how keras code gets into the Tensorflow package? | /r/tensorflow | 2023-07-24
I'm guessing the "real" keras code is coming from the keras repository. Is that a correct assumption? How does that version of Keras get there? If I wanted to write my own activation layer next to ELU, where exactly would I do that?
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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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Project mention: Show HN: Real Time Voice Cloning – Instant DeepFake Audio | news.ycombinator.com | 2023-09-22
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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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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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Project mention: Show HN: Free AI-based music demixing in the browser | news.ycombinator.com | 2023-07-13
I tried to use it but I had some issues as others in the thread.
I have tried many sources and method over the years and settled on spleeter [0]. Works well even for 10+ minute songs, varying styles from flamenco to heavy metal.
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Mergify
Updating dependencies is time-consuming.. Solutions like Dependabot or Renovate update but don't merge dependencies. You need to do it manually while it could be fully automated! Add a Merge Queue to your workflow and stop caring about PR management & merging. Try Mergify for free.
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Project mention: Intuituvely Understanding Harris Corner Detector | news.ycombinator.com | 2023-09-11
The most widely used algorithms for classical feature detection today are "whatever opencv implements"
In terms of tech that's advancing at the moment? https://co-tracker.github.io/ if you want to track individual points, https://github.com/matterport/Mask_RCNN and its descendents if you want to detect, say, the cover of a book.
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d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Project mention: which book to chose for deep learning :lan Goodfellow or francois chollet | /r/learnmachinelearning | 2023-04-07 -
datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
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For Python, here's a nice compilation: https://github.com/ml-tooling/best-of-ml-python/blob/main/RE...
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Broke: using Horovod
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nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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Project mention: My new Ring security setup without using ring (Home assistant + Alarmo) | /r/Ring | 2023-09-22
My next goal is to ditch all my Google cameras with Amcrest ones using (Frigate NVR) and a coral.ai chip. This will get rid of the monthly subscription fees and leave me with products that will last until they fail.
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Project mention: Ask HN: Any tools or frameworks to monitor the usage of OpenAI API keys? | news.ycombinator.com | 2023-09-04
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Project mention: Ask HN: What are the best tutorial sites for Python? | news.ycombinator.com | 2022-11-23
All these are neither recent (they are updated though) nor AI related. Here you go :
If you are new to dev, I like "think python"
If you are already into programming, I personally find sifting through organized small code snippets helpful for learning a new language :
https://github.com/jackzhenguo/python-small-examples
https://github.com/satwikkansal/wtfpython/blob/master/README...
https://www.30secondsofcode.org/python/p/1
Finally, "The Hitchhiker’s Guide to Python" is good for everything configuration, and usage.
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wandb
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Project mention: The last sentence of Lowes conveniently missing from OpenAI... | /r/memes | 2023-02-19HuggingFace and wandb.ai (both competitors of OpenAI) both also have "do own research"
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this is definitely what you're looking for: https://github.com/arogozhnikov/einops
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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 2023-09-22.
Python Tensorflow related posts
- Show HN: Real Time Voice Cloning – Instant DeepFake Audio
- My new Ring security setup without using ring (Home assistant + Alarmo)
- AWESOME JOB TO ALL CONTRIBUTORS!!!
- Intuituvely Understanding Harris Corner Detector
- Everything about the Google Coral USB Accelerator
- Show HN: WhatsApp-Llama: A clone of yourself from your WhatsApp conversations
- Ernie, China's ChatGPT, Cracks Under Pressure
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A note from our sponsor - Mergify
blog.mergify.com | 25 Sep 2023
Index
What are some of the best open-source Tensorflow projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | transformers | 112,164 |
| 2 | Keras | 59,372 |
| 3 | Real-Time-Voice-Cloning | 45,053 |
| 4 | bert | 35,290 |
| 5 | Ray | 27,697 |
| 6 | data-science-ipython-notebooks | 25,620 |
| 7 | spleeter | 23,495 |
| 8 | Mask_RCNN | 23,439 |
| 9 | d2l-en | 19,183 |
| 10 | datasets | 17,155 |
| 11 | best-of-ml-python | 14,459 |
| 12 | horovod | 13,564 |
| 13 | ivy | 13,386 |
| 14 | nni | 13,270 |
| 15 | facenet | 13,199 |
| 16 | frigate | 9,787 |
| 17 | TFLearn | 9,593 |
| 18 | autokeras | 8,926 |
| 19 | nebuly | 8,295 |
| 20 | python-small-examples | 7,647 |
| 21 | wandb | 7,254 |
| 22 | TensorLayer | 7,235 |
| 23 | einops | 7,235 |
Write Clean Python Code. Always.
Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
www.sonarsource.com