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Tensorflow Alternatives
Similar projects and alternatives to tensorflow
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PaddlePaddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
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Pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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SonarLint
Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.
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Prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
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LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
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Pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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Scout APM
Truly a developer’s best friend. Scout APM is great for developers who want to find and fix performance issues in their applications. With Scout, we'll take care of the bugs so you can focus on building great things 🚀.
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xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
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LightFM
A Python implementation of LightFM, a hybrid recommendation algorithm.
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awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
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jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Data Platform where developers build real-time applications for analytics, IoT and cloud-native services in less time with less code.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better tensorflow alternative or higher similarity.
tensorflow reviews and mentions
Posts with mentions or reviews of tensorflow.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-26.
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What is actually an AI program?
If you want a broad overview of the underlying technology, a neural network you can take a look at this video by 3blue1brown. As for the actual code behind it, there are open source repositories you can check out but likely won't understand or be able to follow like PyTorch or Tensorflow
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[P]OneFlow v0.8.0 Came Out!
It all started with this issue.
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Bye!
The meme doesn't specify if it's the interpreter or some popular library. It could be anything.
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Why do many data scientist use C++ for machine learning?
For example, there is PyTorch which is primarily C++ but has Python bindings. Most people use the Python bindings, same for TensorFlow. JAX is mostly Python, same for scikit-learn.
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Can't run freeze_graph python script, No module named 'tensorflow.python'
I am trying to run the freeze_graph.py git source directly from tensorflow, however no matter the configuration I cannot run the script and I recieve the following error...
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Freezing Saved_Model.pb for conversion into ONNX for Unity3D
None of the unity git projects I have found walk through the start to finish steps and most just use ONNX models taken from the zoo or a public source. I have seen some mention that I may need to 'freeze' my Saved_model.pb file, but nothing I have found works or explains how I might do this. Ether the code fails to run (such as Freeze Graph Python Script - which fails to import 'from tensorflow.python.checkpoint' no matter my configuration, OR requests args that I don't seem to have.)
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An open-source library for optimizing deep learning inference. (1) You select the target optimization, (2) nebullvm searches for the best optimization techniques for your model-hardware configuration, and then (3) serves an optimized model that runs much faster in inference
Open-source projects leveraged by nebullvm include OpenVINO, TensorRT, Intel Neural Compressor, SparseML and DeepSparse, Apache TVM, ONNX Runtime, TFlite and XLA. A huge thank you to the open-source community for developing and maintaining these amazing projects.
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Why can't Go be popular for machine learning?
Go bindings for Tensorflow were supported by Google for a long time. The documentation for Go, however has since disappeared.
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Python toolkits
Above libraries I use in almost all the Python libraries we build. Apart from these I had use other Python frameworks and libraries for very specific purposes like FastAPI for web frameworks, tensorflow, pandas, numpy, etc. for AI/ML/DL based projects. TBH I prefer looking at awesome-python GitHub repository anytime I have to work in some new area.
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TF Object Detection API usage with Amazon S3
Logic is tfrecordwriter -> _pywrap_record_io.RecordWriter -> env NewWritableFile which leads to the different platforms, of which there is an S3 but it is deprecated.
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A note from our sponsor - talent.io
www.talent.io | 5 Oct 2022
Stats
Basic tensorflow repo stats
167
168,035
10.0
7 days ago
tensorflow/tensorflow is an open source project licensed under Apache License 2.0 which is an OSI approved license.
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