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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.
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 | |
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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 |