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Top 23 Python Tensorflow Projects
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transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
python3.12 -m venv new_venv_312 source new_venv_312/bin/activate pip install --upgrade pip pip install https://github.com/huggingface/transformers/archive/main.zip torchaudio peft soundfile torchcodec ### and also pip install librosa
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Stream
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Keras 3 multi-backend
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Ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Not currently, but it is being worked on https://github.com/ray-project/ray/issues/53976.
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Project mention: Show HN: Plug-and-play Python utils for any computer-vision pipeline | news.ycombinator.com | 2025-07-21
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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: DeepMind releases Lyria 2 music generation model | news.ycombinator.com | 2025-04-24
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InfluxDB
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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.
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Project mention: A ranked list of machine learning Python libraries. Updated weekly | news.ycombinator.com | 2025-01-31
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datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
Hugging Face Datasets -- the library that lets you download and manage datasets from the Hugging Face Hub, as well as being a convenient vendor-neutral interface for your own datasets.
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wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Project mention: Best Practices for Ensuring AI Agent Performance and Reliability | dev.to | 2025-07-22Use tools like Weights & Biases, Labelbox, or Maxim’s data engine to version your datasets, track changes, and continuously add new edge cases and user feedback.
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einops
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
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deeplake
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
Project mention: What I Learned Comparing Zilliz Cloud and Deep Lake for Scalable Vector Search | dev.to | 2025-06-09As I scaled up a semantic search engine for multi-modal content, I found myself at a fork in the road. Should I lean into a purpose-built vector database like Zilliz Cloud, or embrace a more flexible data lake approach with Deep Lake? These tools promise vector search at scale—but they come from fundamentally different architectural philosophies.
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Project mention: Conversational AI and the Evolution of Search: Redefining How We Find Information | dev.to | 2025-01-29
DeepPavlov: A conversational AI library for building multi-skill chatbots and virtual assistants.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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).
Python Tensorflow discussion
Python Tensorflow related posts
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Using “ibm-granite/granite-speech-3.3–8b” 🪨 for ASR
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PyTorch Monarch
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Updating ASR examples in Hugging Face Transformers Hub datasets, clearer args, smoother Windows setup
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How is einx notation universal?
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PyTorch vs TensorFlow 2025: Which one wins after 72 hours?
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OpenAI Harmony
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Transformers 4.55 New OpenAI GPT OSS
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A note from our sponsor - InfluxDB
www.influxdata.com | 15 Nov 2025
Index
What are some of the best open-source Tensorflow projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | transformers | 152,508 |
| 2 | Keras | 63,551 |
| 3 | Real-Time-Voice-Cloning | 58,832 |
| 4 | Ray | 39,825 |
| 5 | supervision | 35,881 |
| 6 | data-science-ipython-notebooks | 28,539 |
| 7 | spleeter | 27,733 |
| 8 | d2l-en | 26,601 |
| 9 | Mask_RCNN | 25,321 |
| 10 | best-of-ml-python | 22,786 |
| 11 | datasets | 20,844 |
| 12 | horovod | 14,631 |
| 13 | ivy | 14,234 |
| 14 | facenet | 14,207 |
| 15 | wandb | 10,521 |
| 16 | TFLearn | 9,616 |
| 17 | autokeras | 9,279 |
| 18 | einops | 9,271 |
| 19 | deeplake | 8,894 |
| 20 | python-small-examples | 8,092 |
| 21 | TensorLayer | 7,376 |
| 22 | DeepPavlov | 6,949 |
| 23 | flower | 6,401 |
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