Python Tensorflow

Open-source Python projects categorized as Tensorflow

Top 23 Python Tensorflow Projects

  • transformers

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    Project mention: A look at Apple’s new Transformer-powered predictive text model | | 2023-09-16

    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.

  • Keras

    Deep Learning for humans

    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?

  • 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.

  • Real-Time-Voice-Cloning

    Clone a voice in 5 seconds to generate arbitrary speech in real-time

    Project mention: Show HN: Real Time Voice Cloning – Instant DeepFake Audio | | 2023-09-22
  • bert

    TensorFlow code and pre-trained models for BERT

    Project mention: Ernie, China's ChatGPT, Cracks Under Pressure | | 2023-09-07
  • 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 | | 2023-08-11

    Training times for GSM8k are mentioned here:

  • 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.

  • spleeter

    Deezer source separation library including pretrained models.

    Project mention: Show HN: Free AI-based music demixing in the browser | | 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.


  • 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.

  • Mask_RCNN

    Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

    Project mention: Intuituvely Understanding Harris Corner Detector | | 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? if you want to track individual points, and its descendents if you want to detect, say, the cover of a book.

  • 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

    Project mention: How to Train Large Models on Many GPUs? | | 2023-02-11

  • best-of-ml-python

    🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

    Project mention: Ask HN: How to get back into AI? | | 2022-12-10

    For Python, here's a nice compilation:

  • horovod

    Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

    Project mention: Discussion Thread | /r/neoliberal | 2023-02-10

    Broke: using Horovod

  • ivy

    The Unified AI Framework

    Project mention: Ivy: All in one machine learning framework | | 2023-08-01
  • nni

    An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

    Project mention: Filter Pruning for PyTorch | /r/deeplearning | 2023-04-13
  • facenet

    Face recognition using Tensorflow

  • frigate

    NVR with realtime local object detection for IP cameras

    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 chip. This will get rid of the monthly subscription fees and leave me with products that will last until they fail.

  • TFLearn

    Deep learning library featuring a higher-level API for TensorFlow.

  • autokeras

    AutoML library for deep learning

  • nebuly

    The next-generation platform to monitor and optimize your AI costs in one place 🚀

    Project mention: Ask HN: Any tools or frameworks to monitor the usage of OpenAI API keys? | | 2023-09-04
  • python-small-examples

    告别枯燥,致力于打造 Python 实用小例子,更多Python良心教程见 Python中文网

    Project mention: Ask HN: What are the best tutorial sites for Python? | | 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 :

    Finally, "The Hitchhiker’s Guide to Python" is good for everything configuration, and usage.

  • 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 | 2023-02-19

    HuggingFace and (both competitors of OpenAI) both also have "do own research"

  • TensorLayer

    Deep Learning and Reinforcement Learning Library for Scientists and Engineers

  • einops

    Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

    Project mention: Torch qeuivalent to image_to_array (keras) | /r/MLQuestions | 2023-04-16

    this is definitely what you're looking for:

  • 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


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.