Axel's starred repositories

tfcausalimpact

Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.

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google-research

Google Research

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awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

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ClipBERT

[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.

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label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

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shap

A game theoretic approach to explain the output of any machine learning model.

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googleapis

Public interface definitions of Google APIs.

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python-language

This library has moved to https://github.com/googleapis/google-cloud-python/tree/main/packages/google-cloud-language

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GENRE

Autoregressive Entity Retrieval

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feast

The Open Source Feature Store for Machine Learning

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dvc

🦉 ML Experiments and Data Management with Git

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kale

Kubeflow’s superfood for Data Scientists

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models

Models and examples built with TensorFlow

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klio

Smarter data pipelines for audio.

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efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

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hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

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fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

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awesome-papers

Papers & presentation materials from Hugging Face's internal science day

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category_encoders

A library of sklearn compatible categorical variable encoders

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FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

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deep_transfer_learning_nlp_dhs2019

Contains the code and deck for the presentation on Applying Deep Transfer Learning for NLP in Analytics Vidhya's DataHack Summit 2019

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mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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google-cloud-python

Google Cloud Client Library for Python

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transformers

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

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sonnet

TensorFlow-based neural network library

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mlflow

Open source platform for the machine learning lifecycle

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xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

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MUSE

A library for Multilingual Unsupervised or Supervised word Embeddings

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XLM

PyTorch original implementation of Cross-lingual Language Model Pretraining.

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