Gather-Deployment
tf-transformers
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| Gather-Deployment | tf-transformers | |
|---|---|---|
| 1 | 5 | |
| 350 | 84 | |
| - | - | |
| 4.0 | 1.7 | |
| 8 months ago | about 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Gather-Deployment
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Working with pyflink and parquet
Able to run parquet in pyflink, https://github.com/huseinzol05/Gather-Deployment/tree/master/apache-cluster/5.flink-jupyter
tf-transformers
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Tensorflow-Transformers 2.0 ( for NLP, CV, Audio )
Code : GitHub - legacyai/tf-transformers: State of the art faster Natural Language Processing in Tensorflow 2.0 . 1 Website : https://legacyai.github.io/tf-transformers 1
- [P] Production Ready NLP Deep learning tutorials on tensorflow 2.0. tf-transformers
- Do we really need to Dstill Language Models? Joint loss is all we need - Albert-Joint .
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tf-transformers : State of the art faster NLP in Tensorflow 2.0 . 80 % faster to existing TF based libraries.
Faster Auto Regressive Decoding using Tensorflow2. Faster than PyTorch in most experiments (V100 GPU). 80% faster compared to existing TF based libraries (relative difference) Refer benchmark code.
- [D] Why is tensorflow so hated on and pytorch is the cool kids framework?
What are some alternatives?
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medspacy - Library for clinical NLP with spaCy.
project - Predict how many points an European football team will end the season with, according to the characteristics of its players. Project for the Big Data Computing course at Sapienza University of Rome (2021-22)
flax - Flax is a neural network library for JAX that is designed for flexibility.
TFServing-Demos - TF Serving demos
MIRNet-TFJS - TensorFlow JS models for MIRNet for low-light💡 image enhancement
ML-Workspace - 🛠All-in-one web-based IDE specialized for machine learning and data science.
bertviz - BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
reddit-streaming - streaming eight subreddits from reddit api using kafka producer & spark structured streaming.
BERT-for-Mobile - Compares the DistilBERT and MobileBERT architectures for mobile deployments.
gpt-3-simple-tutorial - Generate SQL from Natural Language Sentences using OpenAI's GPT-3 Model
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.