LemmInflect
thinc
| LemmInflect | thinc | |
|---|---|---|
| 1 | 4 | |
| 247 | 2,789 | |
| - | 0.5% | |
| 2.5 | 7.6 | |
| 8 months ago | 8 days ago | |
| Python | Python | |
| MIT License | MIT License |
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LemmInflect
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Tools for comprehensive conjugation detection/transformation
For inflections, LemmInflect
thinc
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JAX – NumPy on the CPU, GPU, and TPU, with great automatic differentiation
Agree, though I wouldn’t call PyTorch a drop-in for NumPy either. CuPy is the drop-in. Excepting some corner cases, you can use the same code for both. Thinc’s ops work with both NumPy and CuPy:
https://github.com/explosion/thinc/blob/master/thinc/backend...
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Tinygrad: A simple and powerful neural network framework
I love those tiny DNN frameworks, some examples that I studied in the past (I still use PyTorch for work related projects) :
thinc.by the creators of spaCy https://github.com/explosion/thinc
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good examples of functional-like python code that one can study?
thinc - defining neural nets in functional way jax, a new deep learning framework puts emphasis on functions rather than tensors, I've tested it for a couple of applications and it's really cool, you can write stuff like you'd write math expressions in papers using numpy. That speeds up development significantly, and makes code much more readable
- thinc - A refreshing functional take on deep learning, compatible with your favorite libraries
What are some alternatives?
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
quantulum3 - Library for unit extraction - fork of quantulum for python3
textacy - NLP, before and after spaCy
jax - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
huspacy - HuSpaCy: industrial-strength Hungarian natural language processing
horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
refinery - The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
extending-jax - Extending JAX with custom C++ and CUDA code
dm-haiku - JAX-based neural network library
AIF360 - A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
OpenPrompt - An Open-Source Framework for Prompt-Learning.